Package: eyeprocess 0.11.1

Stefanos Balaskas

eyeprocess: Harmonize Eye-Tracking, Pupillometry, Biometrics, and Psychometric Process Data

Provides an extensible, vendor-neutral framework for importing, validating, harmonizing, transforming, visualizing, and modelling eye-tracking, pupillometry, behavioural, and biometric process data. The package uses explicit timebase and coordinate-space registries, preserves native fields and provenance, and offers first-class adapters for Gazepoint Analysis and Gazepoint Biometrics exports alongside generic and vendor-specific importers. Downstream tools support trial and area of interest reconstruction, signal-quality auditing, feature derivation, scanpath analysis, response-time and item-response workflows, and optional psychometric modelling engines. An integrated Gazepoint workflow produces quality-control evidence, media-trial reconstruction, plots, analysis-ready process tables, item response theory (IRT)-ready response structures, and reproducible reports. Brain Imaging Data Structure (BIDS) interoperability for eye-tracking and validation-release infrastructure support disk-backed storage, independent multi-vendor evidence, grouped validation, simulation calibration, model-equivalence audits, and explicitly experimental advanced psychometric process models. Research-scale infrastructure adds deterministic resumable Monte Carlo execution, atomic validation checkpoints, explicit advanced-model promotion gates, independent multi-vendor evidence registries, stable object contracts, partitioned disk-backed storage, optional probabilistic engines, and a fully synthetic multimodal benchmark for reproducibility testing. The measurement-intelligence programme adds probabilistic and compositional area of interest (AOI) analysis, measurement-uncertainty propagation, calibration and device-transportability audits, process reliability, phase-amplitude pupil registration, informative-missingness sensitivity, temporal and spatial process models, item-bank decision optimization, fairness monitoring, conditional process reference distributions, and evidence-provenance graphs.

Authors:Stefanos Balaskas [aut, cre]

eyeprocess_0.11.1.tar.gz
eyeprocess_0.11.1.zip(r-4.7-any)eyeprocess_0.11.1.zip(r-4.6-any)
eyeprocess_0.11.1.tar.gz(r-4.7-any)eyeprocess_0.11.1.tar.gz(r-4.6-any)
eyeprocess_0.11.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
eyeprocess/json (API)

# Install 'eyeprocess' in R:
install.packages('eyeprocess', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/stefanosbalaskas/eyeprocess/issues

Pkgdown/docs site:https://stefanosbalaskas.github.io

On CRAN:

Conda:

4.65 score 1185 exports 1 dependencies

Last updated from:f83fe9eec8. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-develOK342
source / vignettesOK454
linux-releaseOK400
windows-develOK390
windows-releaseOK361
wasm-releaseOK251

Exports:ablate_multimodal_channelsadd_provenanceadd_responsesaddm_glam_proxy_featuresadjust_pupil_confoundsadvanced_model_evidence_specadvanced_validation_gridalgorithm_facet_effectsalign_clockalign_response_matricesanalysis_decision_entropyanalysis_environment_snapshotanalysis_readinessanalysis_resolution_guardanonymize_eye_datasetaoi_balance_coordinatesaoi_membership_probabilityaoi_trajectory_featuresapi_family_mapapi_lifecycle_diffapi_surface_summaryappend_eye_tableapply_clock_transformapply_device_linkingapply_offline_recalibrationapply_preflight_decisionapply_synthetic_corruptionas_eye_biometricsas_eye_datasetas_eyeprocess_eyerisas_eyeprocess_eyetoolsas_eyeprocess_eyetrackingras_eyeprocess_gazeras_eyeprocess_pupillometryras_irt_recovery_resultsas_procdata_sequenceas_seqhmm_dataas_traminer_sequenceassign_aoisassign_aois_probabilisticassign_process_feature_familyassign_trialsaudit_3pl_process_signaturesaudit_advanced_model_evidenceaudit_aoi_separationaudit_aoisaudit_bank_decision_stabilityaudit_benchmark_releaseaudit_biasaudit_biometric_imputationaudit_biometric_preflightaudit_candidate_item_bankaudit_channel_incremental_informationaudit_clock_syncaudit_convergenceaudit_coordinate_spacesaudit_coverageaudit_decision_provenanceaudit_device_equivalenceaudit_distractor_attentionaudit_episodesaudit_event_orderaudit_evidence_dependenciesaudit_eye_apiaudit_eye_pipelineaudit_fairness_transportabilityaudit_frontier_model_contractaudit_identifiabilityaudit_interval_widthaudit_irf_shapeaudit_item_reduction_sensitivityaudit_latent_distributionaudit_measurement_transportabilityaudit_missingnessaudit_model_promotionaudit_multimodal_identifiabilityaudit_multimodal_m2_identifiabilityaudit_multimodal_m3_identifiabilityaudit_multimodal_m4_identifiabilityaudit_multimodal_measurementaudit_multivariate_process_qualityaudit_nonparametric_raschaudit_norm_transportabilityaudit_presentation_accessibilityaudit_process_adjusted_difaudit_process_anomaliesaudit_process_driftaudit_process_external_validityaudit_process_local_dependenceaudit_process_measurement_invarianceaudit_process_reliabilityaudit_process_window_sensitivityaudit_pupil_fatigue_driftaudit_pupil_frequency_stabilityaudit_pupil_preprocessing_orderaudit_pupil_qualityaudit_pupil_registrationaudit_recalibrationaudit_rmseaudit_roundtrip_lossaudit_sampling_irregularityaudit_sampling_rateaudit_sbcaudit_signal_filteraudit_signal_qualityaudit_temporal_leakageaudit_timebaseaudit_trial_coverageaudit_validation_completionaudit_vendor_field_coverageaudit_vendor_validationaudit_visual_context_dependenceautoplot_eyeprocessbaseline_pupilbayesian_process_diagnostic_flagsbayesian_process_diagnostics_dashboardbenchmark_expected_outputsbenchmark_eye_storagebenchmark_eyeprocessbenchmark_memory_estimatebenchmark_scaling_curvebind_process_windowsbiometric_imputation_sensitivitybootstrap_process_reliabilitybootstrap_representative_scanpathbuild_aoi_visitsbuild_compatibility_matrixbuild_evidence_graphbuild_gazepoint_media_trialsbuild_item_responsesbuild_stimulus_intervalsbuild_trialscalibration_drift_profilecalibration_error_modelcalibration_sensitivity_gridcalibration_transfer_auditcanonical_eye_apicanonical_table_namescheck_feature_levelcheck_local_dependencecheck_process_leakageclassify_item_missingnesscollect_eye_storagecollect_validation_evidencecollect_validation_jobscombine_eye_datasetscompact_eye_datasetcompare_aoi_compositionscompare_aoi_definitionscompare_aoi_methodscompare_aoi_trajectoriescompare_bayesian_process_modelscompare_decision_manifestscompare_decision_provenancecompare_deployment_batchescompare_diffusion_accuracy_rtcompare_dynamic_transition_modelscompare_engine_adapterscompare_episode_structurecompare_eye_datasetscompare_fixation_methodscompare_functional_scalar_modelscompare_hard_probabilistic_aoicompare_irt_modelscompare_latent_distribution_modelscompare_model_enginescompare_parametric_nonparametric_irfcompare_preprocessingcompare_presentation_fairnesscompare_process_criterion_modelscompare_process_modelscompare_process_profile_solutionscompare_pupil_kernelscompare_pupil_preprocessingcompare_raw_adjusted_pupilcompare_reproducibility_fingerprintscompare_scanpath_distributionscompare_signal_filterscompare_strategy_heterogeneitycompare_uncertainty_budgetscompare_validation_enginescompare_vendor_semanticscompare_visual_context_irtcompatibility_evidence_matrixcontext_factor_effectsconvert_coordinatesconvert_xycoordinate_fidelity_auditcoordinate_spacecoverage_calibration_curvecreate_public_benchmarkcreate_validation_bundlecross_device_process_equating_auditcross_recurrencecross_version_adapter_regressioncrossed_grouped_cvcrossed_grouped_foldscrossmodal_recurrence_modeldata_quality_reporting_tabledecision_manifest_diffdecision_manifest_hashdecision_manifest_tabledecision_space_coveragedecision_stabilitydecode_dynamic_statesdecompose_dif_evidencedecompose_pupil_phase_amplitudederive_all_featuresderive_aoi_compositionderive_biometric_featuresderive_gaze_featuresderive_gazepoint_workflow_featuresderive_pupil_featuresderive_rt_featuresdesign_process_dstudydetect_blinksdetect_calibration_driftdetect_corrupt_partitionsdetect_eye_formatdetect_fixations_idtdetect_fixations_ivtdetect_irt_changepointsdetect_process_changepointdetect_process_changepointsdetect_saccadesdevice_facet_effectsdiagnose_gaze_point_processdiffusion_identification_studydiffusion_parameter_diagnosticsdiffusion_posterior_predictivediscover_validation_casesdistractor_process_mapdrift_by_devicedrift_by_sitedrift_by_stimulus_versiondrift_by_vendordynamic_irtree_recoverydynamic_irtree_specdynamic_posterior_predictive_checkdynamic_transition_designeffective_sampling_frequencyempty_eye_tableencode_response_combinationsengine_adapter_statusequate_irt_scalesestimate_calibration_errorestimate_clock_transformestimate_device_specific_errorestimate_ez_diffusionestimate_process_uncertaintyestimate_sampling_rateestimate_visual_exposure_probabilityevaluate_validation_acceptanceevent_marker_qcevent_roundtrip_auditevent_semantics_auditexpand_eyeprocess_stress_evidence_planexpand_eyeprocess_validation_planexpand_process_validation_designexpected_process_informationexplain_latent_interactionexport_canonicalexport_eye_bidsexport_eye_pipelineexport_prov_jsonexport_ro_crate_metadataexport_validation_bundleexternal_model_enginesexternal_validate_irtextract_diffusion_parametersextract_functional_pupil_parametersextract_parameter_truthextract_process_windowseye_analysis_pipelineeye_analysis_speceye_api_inventoryeye_api_lifecycleeye_api_recommendationeye_api_statuseye_api_supersededeye_benchmark_designeye_decision_manifesteye_format_profileseye_mappingeye_pipeline_doteye_pipeline_grapheye_pipeline_manifesteye_pipeline_mermaideye_pipeline_stepeye_plot_speceye_prov_grapheye_reproducibility_fingerprinteye_schemaeye_session_manifesteye_storage_speceye_stream_fidelity_auditeye_targets_manifesteyeprocess_api_versioneyeprocess_benchmark_studyeyeprocess_cdm_attribute_profileseyeprocess_cdm_classification_uncertaintyeyeprocess_cdm_dina_ideal_responseeyeprocess_cdm_dina_probabilityeyeprocess_cdm_qmatrix_auditeyeprocess_deprecationeyeprocess_irt_2pl_probabilityeyeprocess_irt_3pl_probabilityeyeprocess_irt_4pl_probabilityeyeprocess_irt_adaptive_traceeyeprocess_irt_anchor_auditeyeprocess_irt_anchor_purificationeyeprocess_irt_apply_linkeyeprocess_irt_bank_coverageeyeprocess_irt_category_function_auditeyeprocess_irt_classification_precisioneyeprocess_irt_conditional_semeyeprocess_irt_content_balance_auditeyeprocess_irt_device_drifteyeprocess_irt_dif_effect_curveeyeprocess_irt_dtf_curveeyeprocess_irt_eap_scoreeyeprocess_irt_engine_evidence_tableeyeprocess_irt_engine_registryeyeprocess_irt_engine_statuseyeprocess_irt_expected_scoreeyeprocess_irt_exposure_summaryeyeprocess_irt_extreme_score_auditeyeprocess_irt_fit_dashboardeyeprocess_irt_functioning_effect_summaryeyeprocess_irt_gpcm_probabilityeyeprocess_irt_grm_probabilityeyeprocess_irt_haebara_linkeyeprocess_irt_identification_auditeyeprocess_irt_infit_outfiteyeprocess_irt_information_areaeyeprocess_irt_information_gaineyeprocess_irt_information_targetingeyeprocess_irt_invariance_evidenceeyeprocess_irt_item_bankeyeprocess_irt_item_fit_residualseyeprocess_irt_item_informationeyeprocess_irt_item_selectioneyeprocess_irt_latent_regression_designeyeprocess_irt_link_stabilityeyeprocess_irt_local_dependence_pairseyeprocess_irt_map_scoreeyeprocess_irt_marginal_reliabilityeyeprocess_irt_mean_mean_linkeyeprocess_irt_mean_sigma_linkeyeprocess_irt_measurement_precision_profileeyeprocess_irt_missing_by_design_auditeyeprocess_irt_misspecification_metricseyeprocess_irt_misspecification_suiteeyeprocess_irt_mle_scoreeyeprocess_irt_model_cardeyeprocess_irt_model_card_auditeyeprocess_irt_model_speceyeprocess_irt_monotonicity_auditeyeprocess_irt_nominal_probabilityeyeprocess_irt_parameter_plausibility_auditeyeprocess_irt_person_fit_lzeyeprocess_irt_person_fit_residualseyeprocess_irt_plausible_valueseyeprocess_irt_ppc_discrepancyeyeprocess_irt_precision_evidence_tableeyeprocess_irt_prior_sensitivity_grideyeprocess_irt_prior_sensitivity_summaryeyeprocess_irt_prior_speceyeprocess_irt_process_alignmenteyeprocess_irt_process_aware_selection_penaltyeyeprocess_irt_process_dif_concordanceeyeprocess_irt_q3eyeprocess_irt_recovery_designeyeprocess_irt_recovery_failureseyeprocess_irt_recovery_summaryeyeprocess_irt_sbc_rankseyeprocess_irt_sbc_summaryeyeprocess_irt_score_tableeyeprocess_irt_score_uncertaintyeyeprocess_irt_session_drifteyeprocess_irt_sparse_design_auditeyeprocess_irt_stocking_lord_linkeyeprocess_irt_stopping_ruleeyeprocess_irt_targeting_gapeyeprocess_irt_test_characteristic_curveeyeprocess_irt_test_informationeyeprocess_irt_testlet_auditeyeprocess_irt_testlet_speceyeprocess_irt_threshold_order_auditeyeprocess_joint_process_irt_speceyeprocess_mirt_directional_informationeyeprocess_mirt_information_matrixeyeprocess_mirt_loading_auditeyeprocess_mirt_loading_speceyeprocess_multichannel_measurement_mapeyeprocess_negative_control_evidence_planeyeprocess_negative_control_evidence_tableeyeprocess_process_irt_data_bundleeyeprocess_process_item_profileeyeprocess_process_missingness_patterneyeprocess_process_person_profileeyeprocess_recovery_evidence_tableeyeprocess_reliability_evidence_planeyeprocess_reliability_evidence_tableeyeprocess_response_time_profileeyeprocess_sbc_evidence_tableeyeprocess_speed_accuracy_profileeyeprocess_stress_evidence_planeyeprocess_stress_evidence_tableeyeprocess_validation_atlas_gapseyeprocess_validation_claim_matrixeyeprocess_validation_evidence_atlaseyeprocess_validation_evidence_gradeeyeprocess_validation_evidence_indexeyeprocess_validation_evidence_manifesteyeprocess_validation_planeyeprocess_validation_readinesseyeprocess_validation_release_gateeyeprocess_validation_seedfacet_effectsfeature_dictionaryfeature_specfeatures_widefield_fidelity_reportfile_hash_manifestfilter_eye_signalfilter_gazefilter_pupilfilter_pupil_signalfind_process_measuresfingerprint_eye_datasetfingerprint_validation_casefit_accuracy_rtfit_aoi_compositional_modelfit_aoi_growth_curvefit_brms_adapterfit_censored_normal_process_irtfit_changepoint_multimodal_irtfit_changepoint_rt_irtfit_cognitive_diagnosis_processfit_continuous_time_irtfit_crossclassified_process_irtfit_crossclassified_process_irt_mhrmfit_device_linkingfit_diffit_diffirt_adapterfit_diffirt_engine_adapterfit_dynamic_aoi_modelfit_dynamic_gpirtfit_dynamic_irtreefit_dynamic_irtree_stanfit_event_time_irtfit_explanatory_irtfit_external_enginefit_eyeprocess_ermfit_eyeprocess_gdinafit_eyeprocess_lnirtfit_eyeprocess_mirtfit_eyeprocess_tamfit_eyetrackingr_adapterfit_fixation_point_processfit_flow_mirtfit_functional_pupil_stanfit_gaze_anchored_3pl_auditfit_gaze_diffusion_irtfit_gaze_diffusion_stanfit_gaze_informed_irtfit_gaze_informed_missingness_irtfit_gaze_weighted_choicefit_gdina_adapterfit_gpirtfit_irtfit_irt_modelfit_item_parameter_seed_modelfit_joint_functional_pupil_irtfit_joint_gaze_rt_irtfit_joint_graded_rt_process_irtfit_joint_process_modelfit_joint_signal_missingnessfit_kde_latent_distribution_irtfit_latent_class_process_irtfit_latent_space_irtfit_lnirt_adapterfit_manyfacet_process_irtfit_marked_gaze_processfit_mirt_adapterfit_mixture_irt_process_classesfit_multiblock_process_mapfit_multimodal_irtfit_multimodal_m2fit_multimodal_m3fit_multimodal_m4fit_multimodal_trait_irtfit_multinomial_transitionfit_multiple_response_process_irtfit_nominal_gaze_irtfit_nonignorable_missing_irtfit_offline_recalibrationfit_omission_survival_irtfit_openmx_adapterfit_openmx_process_modelfit_persistence_gaze_diffusion_irtfit_phase_amplitude_irtfit_process_diffit_process_gstudyfit_process_hmm_irtfit_process_irtfit_process_missingness_modelfit_process_normsfit_process_observation_modelfit_process_profile_mixturefit_process_rasch_treefit_pupil_confound_modelfit_pupil_event_deconvolutionfit_pupil_informed_irtfit_pupillometryr_adapterfit_response_process_embedding_irtfit_revisit_process_cdmfit_seqhmm_adapterfit_shared_process_factorfit_speed_accuracy_engagement_irtfit_strategy_mixturefit_strategy_mixture_emfit_strategy_mixture_stanfit_tam_adapterfit_theory_strategy_irtfit_traminer_adapterfit_validation_replicatefit_variational_irtfit_visual_context_irtfixation_boundary_uncertaintyflag_gaze_outliersformat_compatibility_matrixformat_validation_specfreeze_eyeprocess_irt_referencefreeze_eyeprocess_validation_atlasfreeze_eyeprocess_validation_evidencefreeze_software_paper_evidencefreeze_validation_referencefunctional_pupil_basisfunctional_pupil_diagnosticsfunctional_pupil_featuresfunctional_pupil_irt_specgaze_anchored_3pl_alignmentgaze_data_quality_profilegaze_diffusion_specgaze_entropygaze_precision_rms_s2sgaze_recurrencegaze_uncertainty_ellipsegaze_velocitygazepoint_analysis_tablesgazepoint_irt_tablesgazepoint_workflow_specgeneralizability_process_studyget_eye_tableget_irt_modelgp_align_media_idsgp_audit_file_pairsgp_check_biometrics_syncgp_check_fixation_idsgp_check_media_timinggp_check_pupil_channelsgp_check_sampling_rategp_check_validity_fieldsgp_identify_export_typegp_list_export_fieldsgp_match_biometricsgp_match_recordingsgp_pair_exportsgp_parse_markersgp_parse_media_eventsgp_parse_user_eventsgp_profile_exportgp_reconstruct_stimuligp_reconstruct_trialsgp_validate_exportgrade_model_evidencegrouped_cvgrouped_foldsimport_benchmark_studyimport_canonicalimport_eye_bidsincremental_process_validityinfer_eye_mappinginit_validation_corpusinit_vendor_corpusinject_aoi_label_noiseinject_calibration_offsetinject_device_shiftinject_eye_missingnessinject_pupil_dropoutinject_sampling_jitterinject_trial_imbalanceinspect_eye_sourceinterpolate_pupilinterpretive_warningsirt_compositional_channelirt_continuous_channelirt_count_channelirt_functional_channelirt_model_specirt_nominal_channelirt_response_channelirt_rt_channelirt_sequence_channelirt_survival_channelirt_validation_specis_eye_datasetis_eyelink_exportis_gazepoint_exportis_pupil_labs_exportis_smi_exportis_tobii_exportitem_objective_specitem_parametersitem_pareto_frontlabel_process_episodeslatent_distribution_stress_testlatent_trait_trajectoryleave_device_out_validationleave_item_out_validationleave_session_out_validationleave_site_out_validationlist_irt_modelslock_decision_manifestmap_latent_classes_to_process_profilesmeasurement_error_budgetmigrate_eye_storage_schemamodel_datamodel_fit_statisticsmodel_missing_processmodel_promotion_specmodel_validation_specmodel_validation_summarymonitor_dif_driftmultiblock_contributionsmultiblock_person_coordinatesmultiblock_variable_coordinatesmultimodal_backend_statusmultimodal_irt_specmultimodal_m2_ablationmultimodal_m2_negative_controlsmultimodal_m2_ppcmultimodal_m2_process_informationmultimodal_m2_recoverymultimodal_m2_specmultimodal_m3_ablationmultimodal_m3_functional_bridgemultimodal_m3_negative_controlsmultimodal_m3_ppcmultimodal_m3_process_informationmultimodal_m3_recoverymultimodal_m3_specmultimodal_m4_ablationmultimodal_m4_negative_controlsmultimodal_m4_ppcmultimodal_m4_process_informationmultimodal_m4_recoverymultimodal_m4_sensitivitymultimodal_m4_specmultimodal_m4_state_diagnosticsmultimodal_ppcnegative_control_concordancenegative_control_process_testnew_aoinew_coordinate_spacenew_eye_datasetnormalize_timebaseobject_hashobject_schemaopen_eye_storageopen_partitioned_eye_storageoptimize_item_bankoption_process_informationoutcome_blind_feature_auditoutcome_blind_snapshotpackage_reproducibility_manifestpaper_reproducibility_manifestparameter_recoverypartition_eye_storageperson_scorespipeline_failurespipeline_resultpipeline_step_statusplacebo_window_auditplot_aoi_balance_biplotplot_aoi_boundary_riskplot_aoi_composition_trajectoryplot_aoi_dwellplot_aoi_metric_uncertaintyplot_aoi_probability_mapplot_aoi_ternaryplot_aoi_transition_matrixplot_aoi_transition_rankplot_aoi_variation_matrixplot_bank_information_coverageplot_biometricsplot_calibration_error_ellipsesplot_calibration_vector_fieldplot_changepoint_ribbonsplot_clock_alignmentplot_complete_case_sensitivityplot_compositional_group_differenceplot_coordinate_spacesplot_covariate_effect_surfaceplot_cross_vendor_metric_matrixplot_crossmodal_recurrenceplot_decision_stabilityplot_dependability_surfaceplot_device_agreementplot_device_bias_by_magnitudeplot_device_equivalence_intervalsplot_device_transfer_curveplot_diagnosticsplot_diagonal_recurrence_profileplot_dif_drift_heatmapplot_distractor_informationplot_drift_over_timeplot_episode_duration_distributionplot_episode_transition_graphplot_episode_waterfallplot_evidenceplot_evidence_graphplot_eye_overviewplot_eye_traceplot_fairness_transport_matrixplot_feature_correlationplot_feature_distributionplot_fixation_intensityplot_fixationsplot_fuzzy_transition_matrixplot_gaze_heatmapplot_gazepoint_workflowplot_group_icc_process_overlayplot_group_scanpath_transportplot_interval_coverageplot_irf_uncertaintyplot_item_decision_pathplot_item_difficultyplot_item_group_process_curvesplot_item_normative_deviationplot_item_paretoplot_item_phase_delayplot_item_sampling_reliabilityplot_metric_dependency_graphplot_missingnessplot_missingness_by_aoiplot_missingness_by_timeplot_mnar_tipping_pointplot_model_decision_impactplot_model_diagnosticsplot_normative_fanplot_objective_tradeoffsplot_observation_probabilityplot_observed_expected_fixationsplot_parameter_recoveryplot_person_item_spaceplot_person_normative_profileplot_phase_amplitude_scoresplot_probabilistic_scanpathplot_process_centilesplot_process_changepointplot_process_channel_ablation_deltaplot_process_dif_forestplot_process_episodesplot_process_feature_stabilityplot_process_window_sensitivityplot_pupil_activity_sensitivityplot_pupil_activity_windowsplot_pupil_band_powerplot_pupil_componentsplot_pupil_preprocessing_auditplot_pupil_registrationplot_pupil_spectrumplot_pupil_timeseriesplot_recalibration_before_afterplot_recurrence_matrixplot_recurrence_networkplot_registered_pupil_effectsplot_reliability_by_metricplot_representative_scanpathplot_sampling_rateplot_sbc_rankplot_scanpathplot_scanpath_atlasplot_scanpath_dispersionplot_scanpath_similarity_matrixplot_screen_coverageplot_selected_bank_profileplot_sensitivityplot_session_stabilityplot_signal_qualityplot_spatial_residualsplot_temporal_excitation_kernelplot_transition_matrixplot_trial_timelineplot_uncertainty_by_itemplot_uncertainty_by_stageplot_uncertainty_tornadoplot_uncertainty_waterfallplot_validation_failuresplot_validation_runtimeplot_variance_componentsplot_warping_functionsplot_windowed_recurrenceposterior_predictive_discrepanciesposterior_sbc_contractpower_process_simulationpreaction_process_featurespredict_aoi_trajectorypredict_fixation_intensitypredict_item_parameter_priorspredict_process_centilespredict_theta_at_timepreflight_decisionspreflight_exclusion_manifestpreflight_failurespreflight_passedprepare_dynamic_irtree_dataprepare_functional_pupil_dataprepare_gaze_diffusion_dataprepare_multimodal_irt_dataprepare_strategy_mixture_dataprepare_structured_unstructured_process_featurespreprocess_eyepreprocess_specpreprocessing_multiverseprobabilistic_aoi_assignmentprocess_anomaly_distanceprocess_bland_altmanprocess_channel_ablationprocess_criterion_associationsprocess_dependent_discrimination_auditprocess_dif_nuisance_surrogateprocess_drift_alertsprocess_drift_specprocess_feature_blocksprocess_feature_family_registryprocess_feature_stabilityprocess_feature_time_provenanceprocess_iccprocess_informationprocess_irt_diagnosticsprocess_irt_specprocess_item_informationprocess_measure_cardprocess_measure_coverageprocess_measure_guardrailsprocess_measure_lineageprocess_measure_registryprocess_measure_unitsprocess_negative_control_permuteprocess_negative_control_shiftprocess_ngram_featuresprocess_null_benchmarkprocess_pattern_mixtureprocess_person_fitprocess_preflight_specprocess_profile_probabilitiesprocess_profile_summaryprocess_reliability_profileprocess_residual_mapprocess_sensitivity_gridprocess_sequence_embeddingprocess_state_occupancyprocess_state_transition_summaryprocess_temporal_stabilityprocess_uncertainty_specprocess_validation_designprocess_variance_componentsprocess_window_specpromote_irt_modelpromote_vendor_supportpropagate_aoi_uncertaintypropagate_calibration_uncertaintypropagate_process_uncertaintyprovenance_edge_tableprovenance_lineage_tableprovenance_manifestprune_validation_checkpointspublic_validation_corpuspupil_activity_indexpupil_band_powerpupil_baseline_sensitivitypupil_confound_effectspupil_deconvolvepupil_event_effectspupil_event_regressorpupil_frequency_featurespupil_labs_formatpupil_latency_sensitivitypupil_preprocessing_gridpupil_preprocessing_sensitivitypupil_response_kernelpupil_unit_fidelity_auditpupil_velocity_activityquantify_process_leakagequery_eye_storageraven_reproduction_specread_api_lifecycle_registryread_benchmark_tableread_decision_manifestread_eye_datasetread_eye_exportread_eye_folderread_eye_genericread_eyelink_ascread_eyelink_edfread_eyelink_reportread_eyeprocess_validation_evidenceread_gazepointread_gazepoint_aoi_statisticsread_gazepoint_biometricsread_gazepoint_combinedread_gazepoint_eventsread_gazepoint_fixationsread_gazepoint_folderread_gazepoint_gazeread_gazepoint_summaryread_pupil_coreread_pupil_neonread_pupillabsread_reproducibility_fingerprintread_smiread_smi_aoi_exportread_smi_event_exportread_smi_raw_exportread_tobiiread_validation_job_manifestread_validation_manifestread_validation_scenario_manifestread_vendor_registryrecalibrate_after_changepointrecommended_validation_replicationsrecurrence_featuresredact_validation_caseregister_aoisregister_coordinate_spaceregister_eye_adapterregister_eye_api_statusregister_irt_modelregister_process_measureregister_pupil_curvesregister_validation_caseregister_vendor_semanticsremap_recording_idsreport_eye_datasetreport_processirtreporting_guideline_auditrepresentative_scanpathresponse_matrixresponse_time_matrixresume_eye_pipelineresume_validation_jobsrolling_applyroundtrip_eye_bidsroundtrip_eye_datasetrun_benchmark_reproductionrun_eye_benchmarkrun_eye_pipelinerun_eyeprocess_equateirtrun_eyeprocess_irt_ability_sbcrun_eyeprocess_irt_recoveryrun_eyeprocess_mirtcatrun_eyeprocess_stress_evidencerun_eyeprocess_validation_programrun_gazepoint_workflowrun_model_validationrun_posterior_sbcrun_process_negative_controlsrun_process_sensitivityrun_process_validationrun_raven_reproductionrun_sbcrun_validation_jobssbc_ecdf_deviationsbc_rank_diagnosticssbc_summaryscanpath_dispersionscanpath_sequenceschema_coverageschema_coverage_summaryschema_tablescore_partial_response_patternscore_process_deviationscore_response_streamsegment_process_episodesselect_next_item_processsemantic_fidelity_specsemantic_loss_mapsemantic_roundtrip_auditsensitivity_branch_fingerprintsensitivity_decision_leveragesensitivity_fragility_indexsensitivity_missing_processsensitivity_mnar_processsensitivity_multiverse_manifestsensitivity_processsensitivity_rank_stabilitysensitivity_sign_stabilitysensitivity_significance_stabilitysensitivity_threshold_stabilitysession_facet_effectsset_eye_tablesimulate_advanced_process_datasimulate_dynamic_irtree_datasimulate_eye_datasetsimulate_eyeprocess_catrsimulate_eyeprocess_irt_binarysimulate_from_modelsimulate_gaze_diffusion_datasimulate_irt_modelsimulate_multimodal_irtsimulate_multimodal_m2simulate_multimodal_m3simulate_multimodal_m4simulate_presentation_variantssimulate_process_catsimulate_process_irtsimulate_process_validation_datasimulate_strategy_mixture_datasimulation_based_calibrationsimulation_rank_statisticsoftware_paper_claim_matrixsoftware_paper_coveragesoftware_paper_evidence_bundlesoftware_paper_gap_analysissoftware_paper_readinesssoftware_paper_validation_tablesource_preservation_auditspecification_coveragespecification_curve_datasplit_half_process_reliabilitysplit_validation_planstandardize_eye_tablestorage_transaction_manifeststore_qualitystrategy_aoi_sensitivitystrategy_classification_uncertaintystrategy_label_switching_diagnosticsstrategy_posterior_probabilitiesstreaming_score_historystress_test_latent_distributionstress_test_local_dependencestress_test_missingnessstress_test_misspecificationstress_test_preprocessingstress_test_process_pipelinestress_test_speedednessstress_test_summarystress_tolerance_frontierstructural_transition_masksummarise_aoi_membershipsummarise_eye_benchmarksummarise_eyeprocess_stress_evidencesummarise_process_negative_controlssummarise_process_sensitivitysummarise_process_validationsummarise_validation_acceptancesummarize_fixationssummarize_parameter_recoverysummarize_process_windowssupported_eye_formatssynchronize_eye_biometricssynthetic_corruption_plantheory_strategy_spectimestamp_fidelity_audittrace_item_decisiontransform_aoi_compositiontransition_entropytransition_matrixtransition_residual_diagnosticstrial_tableuncertainty_budgetunregister_eye_adapterupdate_person_scoreupgrade_eye_datasetupgrade_eyeprocess_modelvalidate_against_referencevalidate_benchmark_studyvalidate_bids_eye_semanticsvalidate_decision_manifestvalidate_engine_adaptervalidate_eye_corpusvalidate_eye_datasetvalidate_eye_mappingvalidate_eye_pipelinevalidate_eye_prov_graphvalidate_eye_sourcevalidate_eye_storage_metadatavalidate_eye_tablevalidate_eyelink_exportvalidate_eyeprocess_external_irt_fitvalidate_eyeprocess_irt_item_bankvalidate_eyeprocess_irt_model_specvalidate_eyeprocess_joint_process_irt_specvalidate_eyeprocess_validation_planvalidate_feature_availabilityvalidate_gazepoint_workflowvalidate_generic_exportvalidate_hed_event_semanticsvalidate_irt_modelvalidate_latent_space_process_similarityvalidate_model_objectvalidate_multimodal_irtvalidate_multimodal_m2validate_multimodal_m3validate_multimodal_m4validate_process_measure_registryvalidate_process_validation_designvalidate_process_windowsvalidate_pupillabs_exportvalidate_smi_exportvalidate_strategy_manipulationvalidate_tobii_exportvalidate_vendor_semanticsvalidate_vendor_timestamp_semanticsvalidation_acceptance_matrixvalidation_acceptance_rulevalidation_bundle_manifestvalidation_calibration_summaryvalidation_condition_idvalidation_condition_rankingvalidation_coverage_tablevalidation_evidence_levelsvalidation_evidence_matrixvalidation_failure_profilevalidation_failure_summaryvalidation_failure_taxonomyvalidation_job_planvalidation_laddervalidation_manifestvalidation_mcsevalidation_mcse_profilevalidation_recovery_summaryvalidation_recovery_tablevalidation_replication_budgetvalidation_reportvalidation_robustness_scorevalidation_runtime_summaryvalidation_sbc_summaryvalidation_scenario_manifestvalidation_seedvalidation_summary_mcsevalidation_thresholdsvendor_schema_contractvendor_validation_specverify_decision_manifest_lockverify_eyeprocess_validation_atlasverify_eyeprocess_validation_evidenceverify_outcome_blind_snapshotverify_reproducibility_fingerprintverify_reproducibility_manifestvisual_context_registrywindowed_recurrencewrite_advanced_model_evidence_reportwrite_api_lifecycle_registrywrite_benchmark_data_dictionarywrite_decision_manifestwrite_eye_datasetwrite_eye_pipeline_reportwrite_eye_storagewrite_eye_targets_templatewrite_eyeprocess_validation_evidencewrite_eyeprocess_validation_reportwrite_format_validation_reportwrite_gazepoint_workflow_reportwrite_model_promotion_reportwrite_partitioned_eye_storagewrite_prov_dotwrite_provenancewrite_reporting_guideline_reportwrite_reproducibility_fingerprintwrite_software_paper_evidencewrite_software_paper_reproductionwrite_software_paper_scaffoldwrite_validation_job_manifestwrite_validation_manifestwrite_validation_release_reportwrite_validation_reportwrite_validation_scenario_manifestwrite_vendor_case_reportwrite_vendor_registrywrite_vendor_validation_report

Dependencies:withr

Adaptive testing design and governance
Rendered fromadaptive-testing-governance.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Advanced model programme and validation
Dynamic gaze-state IRTree baseline | Functional pupil-informed IRT | Theory-defined strategies | Gaze-informed diffusion | Monte Carlo design | Evidence promotion gate
Rendered fromadvanced-model-validation.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Advanced pupillometry representations and confound control
Frequency/activity features | Event-related pupil deconvolution | Luminance and trial-order adjustment | Robust filtering
Rendered fromadvanced-pupillometry-representations.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Advanced Rasch, mixture-IRT, and imputation sensitivity
True response-mixture IRT | Nonparametric Rasch diagnostics | Stepwise item-reduction sensitivity | Biometric-feature imputation sensitivity | Process-informed Rasch trees
Rendered fromadvanced-rasch-mixture-and-imputation-sensitivity.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

API lifecycle and canonical interfaces
Packaged lifecycle closure
Rendered fromapi-lifecycle-and-canonical-interfaces.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Bayesian and 3PL Process Diagnostics
Scope | Bayesian diagnostics | 3PL response-process alignment
Rendered frombayesian-and-3pl-process-diagnostics.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Building a software-paper evidence bundle
Rendered fromsoftware-paper-evidence-bundle.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Calibration uncertainty and eye-tracking data quality
Rendered fromcalibration-uncertainty-and-data-quality.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Cognitive diagnosis and Q-matrix governance
Visual audit
Rendered fromcognitive-diagnosis-qmatrix-governance.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Complete Gazepoint Downstream Workflow
Purpose | Minimal workflow | Explicit specification | Item labels and conditions | Adding observed responses | Output structure | Interpretation boundaries
Rendered fromgazepoint-downstream-workflow.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Computational benchmarking and synthetic stress testing
Rendered frombenchmarking-and-stress-testing.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Does Latent State Structure Add Measurement Information?
Rendered fromm4-process-information-ablation-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Dynamic IRTree and transition-model hardening
Scope | Simulation and observed-state models | Hidden states with Stan | Model comparison and recovery
Rendered fromdynamic-irtree-hardening.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Empirical validation programmes in eyeprocess
Rendered fromempirical-validation-programme.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Evidence and Decision Provenance
Rendered fromevidence-decision-provenance.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Experimental Process-IRT Methods and Evidence Gates
Why these functions are gated | Process-state HMM + IRT | Cognitive diagnosis and latent process classes | Latent-space IRT | Process-adjusted DIF | Sequence representations | Flexible item-response curves | Linking and person fit | Process-aware adaptive testing | Promotion rule
Rendered fromexperimental-process-irt-0-7.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

External IRT engines and exact-method gating
Rendered fromirt-engines-and-gating.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Frozen validation evidence programme
Frozen evidence as a visual object
Rendered fromfrozen-validation-evidence-programme.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Functional pupil-IRT modelling
Measurement stance | Specification | Diagnostics and scalar comparisons | Preprocessing sensitivity
Rendered fromfunctional-pupil-irt-engine.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Gaze-informed diffusion-IRT modelling
Confirmatory parameter mapping | Identification and posterior checks | Simulation programme
Rendered fromgaze-diffusion-irt.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Gazepoint and Gazepoint Biometrics Workflows
Profile before import | Folder import | Gazepoint-specific audits | Separate biometrics and synchronization | Gazepoint Analysis 7.2.0 paired exports
Rendered fromgazepoint-workflows.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Getting Started with eyeprocess
Simulate a complete project | Standard workflow | Inspect and visualize | Persist the canonical representation
Rendered fromgetting-started.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Governed end-to-end analysis pipelines
Rendered fromgoverned-end-to-end-pipelines.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Identifiability, State Separation, and Label Uncertainty
Rendered fromm4-identifiability-state-uncertainty-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Importing and Harmonizing Eye-Tracking Exports
Automatic detection | Generic mapping | Dedicated vendor adapters | Preserve source meaning
Rendered fromimporting-and-harmonizing.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Independent multi-vendor validation corpus
Evidence levels | Registering a case | Fingerprinting, redaction, and semantics | Compatibility evidence
Rendered fromindependent-vendor-corpus.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Independent Vendor Validation and Semantic Fidelity
Why import success is not validation | Public validation corpus | Semantic round-trip contract | Timestamp semantics | Coordinate and pupil fidelity | BIDS eye-tracking semantics | HED event semantics | Evidence matrix
Rendered fromvalidation-evidence-0-7.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Interoperability with targets-style workflows
Rendered fromtargets-interoperability.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Interoperability, Eye-Tracking-BIDS, and storage
Eye-Tracking-BIDS | Parquet and Arrow | Package ecosystems
Rendered frominteroperability-storage.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

IRT information, scoring, and diagnostics
Visual diagnostics
Rendered fromirt-information-scoring-diagnostics.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

IRT linking, DIF, DTF, and invariance evidence
Rendered fromirt-linking-dif-invariance.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

IRT recovery, SBC, and misspecification evidence
Simulation-based calibration view
Rendered fromirt-recovery-sbc-misspecification.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Item seeding, accessibility review, and presentation fairness
Experimental item-parameter seeding | Presentation/accessibility sensitivity
Rendered fromitem-seeding-accessibility-and-presentation-fairness.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Item-Bank Decisions, Fairness Drift, and Reference Centiles
Rendered fromitem-bank-fairness-norms.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M2 Posterior Predictive Checks and Negative Controls
Channel-specific model checks | Alignment negative controls
Rendered fromm2-ppc-negative-controls-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M2 Process Information and Channel Ablation
A common response target | Two complementary quantities | Non-additivity | Interpretation
Rendered fromm2-process-information-ablation-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M2 Recovery and Identifiability
Why recovery precedes promotion | Recovery experiment | What recovery does not show
Rendered fromm2-recovery-identifiability-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M2 Three-Way Reference Model: Response, RT, and Gaze
Scope | Canonical specification | Simulation | Structural audit | CmdStan fit | Identification | Missingness | Interpretation boundary
Rendered fromm2-three-way-reference-model-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M3 device transport, falsification controls, and sensor value
More sensors can create more failure modes | Device-dependent stress | Falsification controls | Sensor value is conditional | Channel conflict
Rendered fromm3-device-transport-sensor-value-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M3 functional pupil bridge: from trajectories to joint measurement
Why the first M3 likelihood is scalar | What the bridge does not do | Future full functional likelihood
Rendered fromm3-functional-pupil-bridge-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M3 process information: ablation, redundancy, and sensor value
Why eight models? | Fit the ablation lattice | Incremental pupil evidence | Redundancy and complementarity | Sensor value and channel conflict
Rendered fromm3-process-information-ablation-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M3 pupil measurement: confounds, quality, and missingness
Pupil is a measurement, not a label | Inspect the contract | Missingness stress is part of the model evidence | Device and session effects | Practical rule
Rendered fromm3-pupil-confounds-measurement-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M3 recovery, identifiability, and failure-case validation
Validation must include failure cases | Recovery programme | Identifiability boundaries | What counts as a successful negative result?
Rendered fromm3-recovery-missingness-identifiability-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

M3: Four-channel response, RT, gaze, and pupil measurement
Purpose | Simulate and audit before fitting | Fit with CmdStanR | Relationship to M0-M2 | Evidence boundary
Rendered fromm3-four-channel-reference-model-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Manual Installation of Multimodal Backends
Backend status
Rendered frommanual-multimodal-backends-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Measurement accountability: pupil latency, event plausibility, and validation
Pupil latency sensitivity | Event-marker plausibility | Validation ladder
Rendered frommeasurement-accountability-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Measurement Uncertainty and Recalibration
Rendered fromuncertainty-calibration.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Measurement-quality stress tests and negative controls
Rendered frommeasurement-stress-negative-controls.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Multi-vendor empirical validation
Rendered frommulti-vendor-validation.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Multiblock process structure, profiles, and external validity
Conceptual feature blocks | Process-profile discovery | External validity
Rendered frommultiblock-profiles-and-external-validity.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Multidimensional, testlet, and latent-regression IRT
Rendered frommultidimensional-testlet-latent-regression-irt.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Multimodal Process IRT: Responses, Time, Gaze, and Missingness
Measurement channels, not feature dumping | Registry | Response + response time + gaze | Graded responses | Nominal distractors + option gaze | Missingness as a process | Device and algorithm facets | Bounded gaze measures
Rendered frommultimodal-process-irt-0-7.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Multiple-Response Items, Revisiting, and Local Dependence
Why preserve the response process? | Option-level process evidence | Local dependence must be checked | Revisiting as collateral evidence in cognitive diagnosis | Validation requirements
Rendered frommultiple-response-and-revisiting-irt-0-7.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Negative Controls and State-Count Sensitivity
Rendered fromm4-negative-controls-state-count-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Negative controls, placebo windows, and temporal leakage
Rendered fromnegative-controls-and-temporal-leakage.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Post-deployment psychometric-biometric drift monitoring
Rendered fromdeployment-drift-monitoring.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Preprocessing, AOIs, and Feature Engineering
Declare preprocessing | Static and dynamic AOIs | Declared features | Sensitivity analysis
Rendered frompreprocessing-features.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Probabilistic AOIs and Compositional Attention
Rendered fromprobabilistic-aoi-compositions.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Process Information and Channel Ablation
Posterior uncertainty as measurement value | Channel ablation
Rendered fromprocess-information-and-ablation-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Process pre-flight and anomaly governance
Scope | Pre-flight specification | Multivariate anomaly review
Rendered fromprocess-preflight-and-anomaly-governance.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Process Reliability and Device Transportability
Rendered fromreliability-device-transportability.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Process-decision proxies and research-frontier gates
Pre-action and gaze-evidence representations | Frontier estimators remain gated
Rendered fromprocess-decision-proxies-and-frontier-gates.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Process-IRT Model Atlas: What to Fit, What to Validate, What Not to Claim
Purpose | Core model families | A process channel must earn its place | Missingness: separate exposure from response | Cross-device measurement is an estimand | Latent distribution and IRF stress tests | Promotion is evidence-based
Rendered fromprocess-irt-model-atlas-0-7.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Process-measure registry, repeatability, and reliability
Rendered fromprocess-measure-registry-and-reliability.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Psychometric Process-Data Models
Response and response-time matrices | Conventional and explanatory IRT | Accuracy and response time | Process-informed and experimental models
Rendered frompsychometric-process-models.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Public benchmark and software-paper reproduction
Bundled multimodal study | Integrity and expected outputs | Data dictionary and reproduction directory | Release audit
Rendered frombenchmark-reproduction.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Pupil Measurement Boundaries in Multimodal IRT
Why pupil needs a measurement layer
Rendered frompupil-measurement-boundaries-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Pupil Phase-Amplitude Registration and Missingness
Rendered frompupil-registration-missingness.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Quality, Provenance, and Responsible Interpretation
Reproducible records
Rendered fromresponsible-use.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Recovery and Validation of Latent Response-Process States
Rendered fromm4-recovery-validation-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Representative Scanpaths and Cognitive Episodes
Rendered fromscanpaths-and-cognitive-episodes.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Reproducibility fingerprints, provenance, and RO-Crate
Rendered fromreproducibility-prov-and-ro-crate.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Research validation and software-paper programme
Parameter recovery and interval coverage | Grouped validation and leakage | Preprocessing multiverse | Reproducible release assets | Explicit confirmatory gates | Systematic advanced-model grid
Rendered fromresearch-validation-program.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Research-scale validation execution
Purpose | Deterministic plans | Atomic execution and resumption | Collection and evidence | Promotion remains gated
Rendered fromvalidation-execution-engine.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Response-time and process-aware IRT
Rendered fromprocess-response-time-irt.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Sensitivity, specification curves, and decision stability
Rendered frommultiverse-sensitivity-and-decision-stability.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Simulation-based calibration and measurement-resolution guards
Interpretation boundary | Methodological anchors
Rendered fromsimulation-calibration-and-resolution-guards.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Specifying and Fitting the M4 Reference Model
Rendered fromm4-reference-model-fitting-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Stable APIs, scalable storage, and external adapters
Contracts | Partitioned storage | Schema migration and benchmarks | External engines
Rendered fromapi-storage-adapters.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Streaming scoring and validation evidence bundles
Partial and streaming scoring | Unified evidence bundles
Rendered fromstreaming-scoring-and-validation-bundles.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Temporal and Spatial Process Science
Rendered fromtemporal-spatial-process-science.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Temporal process windows and AOI trajectories
Windowed process representations | AOI trajectory features
Rendered fromtemporal-process-representations.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Theory-constrained strategy mixtures
Prespecification before fitting | Classification uncertainty | Sensitivity and competing heterogeneity
Rendered fromtheory-strategy-mixtures.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Trait-Conditioned Latent Response-Process States
Rendered fromm4-trait-conditioned-process-states-0-11.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Unified Multimodal Process-IRT
Objective | Native visualization | Interpretation boundary
Rendered fromunified-multimodal-process-irt-0-10.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Validating Real Eye-Tracking Exports
Why empirical validation is separate from declared support | Validate one source | Build a validation corpus | Produce a safe validation bundle | Recommended real-export acceptance process
Rendered fromvalidating-real-exports.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Validation Before Promotion: Recovery, SBC, PPC, and Transportability
A common validation contract | Recovery table | Prior SBC | Posterior SBC | Posterior predictive checks | Misspecification | External and grouped validation | Incremental information and negative controls | Process-dependent discrimination | Evidence grade
Rendered fromadvanced-model-validation-0-7.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Validation evidence atlas and software-paper reporting
Visual evidence atlas
Rendered fromvalidation-evidence-atlas-software-paper.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Visual-context and testlet IRT
Rendered fromvisual-context-and-testlet-irt.Rmdusingknitr::rmarkdown

Last update: 2026-09-28
Started: 2026-09-28

Readme and manuals

Help Manual

Help pageTopics
eyeprocess: Harmonize Eye-Tracking and Psychometric Process Dataeyeprocess-package eyeprocess
Create formal channel-ablation datasetsablate_multimodal_channels
Compute aDDM/GLAM-inspired gaze-evidence proxy featuresaddm_glam_proxy_features
Extract confound-adjusted pupil valuesadjust_pupil_confounds
Specify evidence required to promote advanced model interfacesadvanced_model_evidence_spec
Construct the advanced-model validation gridadvanced_validation_grid
Extract algorithm facet effectsalgorithm_facet_effects
Entropy of an explicitly enumerated analysis-decision spaceanalysis_decision_entropy
Snapshot an eyeprocess analysis environmentanalysis_environment_snapshot
Audit compatibility between measurement resolution and an analysis targetanalysis_resolution_guard
AOI membership probabilities from uncertainty drawsaoi_membership_probability
Extract AOI growth-curve/trajectory featuresaoi_trajectory_features
Map exported APIs to conceptual familiesapi_family_map
Compare two API lifecycle registriesapi_lifecycle_diff
Summarise API surface by family and lifecycle statusapi_surface_summary
Apply a pre-flight decision to data explicitlyapply_preflight_decision
Apply a synthetic corruption planapply_synthetic_corruption
Canonicalise parameter-recovery resultsas_irt_recovery_results
Probabilistic AOI assignment and uncertainty propagationassign_aois_probabilistic audit_aoi_separation plot.eye_aoi_separation_audit plot.eye_aoi_uncertainty plot.eye_probabilistic_aoi plot_aoi_boundary_risk plot_aoi_metric_uncertainty plot_aoi_probability_map plot_fuzzy_transition_matrix plot_probabilistic_scanpath propagate_aoi_uncertainty summarise_aoi_membership
Assign features to conservative process-feature familiesassign_process_feature_family
Identify items for descriptive 3PL/process reviewaudit_3pl_process_signatures
Audit advanced-model scientific evidenceaudit_advanced_model_evidence
Audit whether benchmark assets are ready for public releaseaudit_benchmark_release
Audit biasaudit_bias
Alias emphasizing sensitivity rather than automatic replacementaudit_biometric_imputation
Audit incoming biometric/process data before modellingaudit_biometric_preflight
Audit a candidate item bank against a seed modelaudit_candidate_item_bank
Audit out-of-sample incremental information from a process channelaudit_channel_incremental_information
Audit convergence and classified failuresaudit_convergence
Audit coverageaudit_coverage
Audit decision provenance and completenessaudit_decision_provenance
Audit distractor attention patternsaudit_distractor_attention
Audit API lifecycle completeness and replacement contractsaudit_eye_api
Audit a pipeline definition or completed runaudit_eye_pipeline
Audit whether a gated frontier model has a minimum evidence contractaudit_frontier_model_contract
Audit empirical identifiability from replicate estimatesaudit_identifiability
Audit interval widthaudit_interval_width
Audit item response-function shape departuresaudit_irf_shape
Run stepwise Rasch item-reduction as a sensitivity analysisaudit_item_reduction_sensitivity
Audit the empirical latent-trait distributionaudit_latent_distribution
Summarise measurement transportability across held-out groupsaudit_measurement_transportability
Audit promotion readiness for advanced model familiesaudit_model_promotion
Audit basic multimodal design identifiabilityaudit_multimodal_identifiability
Audit structural and data identifiability for M0-M2audit_multimodal_m2_identifiability
Audit structural and measurement support for M3audit_multimodal_m3_identifiability
Audit M4 structural and posterior identifiabilityaudit_multimodal_m4_identifiability
Audit a multimodal measurement objectaudit_multimodal_measurement
Alias emphasizing data-quality interpretation of process anomaly auditingaudit_multivariate_process_quality
Run nonparametric Rasch diagnostics with eRmaudit_nonparametric_rasch
Audit presentation/accessibility sensitivity without clinical inferenceaudit_presentation_accessibility
Audit DIF before and after process-data adjustmentaudit_process_adjusted_dif
Audit multivariate process/data-quality anomaliesaudit_process_anomalies
Audit post-deployment psychometric and biometric driftaudit_process_drift
Audit external/structural validity of process traitsaudit_process_external_validity
Audit inter-option/process local dependenceaudit_process_local_dependence
Audit process measurement invariance across facetsaudit_process_measurement_invariance
Audit sensitivity of process summaries to temporal window choicesaudit_process_window_sensitivity
Audit within-person pupil fatigue/trial-order driftaudit_pupil_fatigue_drift
Audit stability of pupil frequency features across window lengthsaudit_pupil_frequency_stability
Audit declared order of pupil preprocessing stepsaudit_pupil_preprocessing_order
Audit rmseaudit_rmse
Audit semantic and numerical loss after a round tripaudit_roundtrip_loss
Audit sampling irregularityaudit_sampling_irregularity
Audit SBC rank uniformityaudit_sbc
Summarize a signal-filter auditaudit_signal_filter
Audit temporal leakage in a feature provenance tableaudit_temporal_leakage
Audit whether a validation programme is completeaudit_validation_completion
Audit vendor field coverage against canonical semanticsaudit_vendor_field_coverage
Audit a multi-vendor validation corpusaudit_vendor_validation
Audit visual-context dependenceaudit_visual_context_dependence
Extract compact Bayesian process-model diagnostic flagsbayesian_process_diagnostic_flags
Summarize Bayesian process-model diagnosticsbayesian_process_diagnostics_dashboard
Return expected benchmark outputsbenchmark_expected_outputs
Benchmark storage formats and query operationsbenchmark_eye_storage
Benchmark an eyeprocess operationbenchmark_eyeprocess
Memory estimate for an R object or generated problem sizebenchmark_memory_estimate
Estimate scaling exponent from benchmark resultsbenchmark_scaling_curve
Bind compatible process-window objectsbind_process_windows
Run biometric-feature imputation as a sensitivity analysisbiometric_imputation_sensitivity
Bootstrap ICC reliability by resampling participantsbootstrap_process_reliability
Build the declared/fixture/empirical compatibility matrixbuild_compatibility_matrix
Evidence and decision provenance graphsaudit_evidence_dependencies build_evidence_graph compare_decision_provenance plot.eye_decision_trace plot.eye_evidence_graph plot.eye_provenance_comparison plot_evidence_graph plot_item_decision_path plot_metric_dependency_graph plot_model_decision_impact trace_item_decision
Reconstruct media presentations as analysis trialsbuild_gazepoint_media_trials
Calibration drift profile across sessions/batchescalibration_drift_profile
Build an empirical bivariate calibration-error modelcalibration_error_model
Sensitivity grid for deterministic calibration offsetscalibration_sensitivity_grid
Audit transfer of calibration across devices/sessions/sitescalibration_transfer_audit
Canonical API mappingcanonical_eye_api
Classify item missingness using exposure and response evidenceclassify_item_missingness
Collect a disk-backed eye datasetcollect_eye_storage
Collect validation evidence into a common bundlecollect_validation_evidence
Collect validation checkpoints from one or more directoriescollect_validation_jobs
Compare explicit AOI assignment methodscompare_aoi_methods
Compare AOI trajectory feature objectscompare_aoi_trajectories
Compare Bayesian process models by LOO or Bayes factorcompare_bayesian_process_models
Compare two research decision manifestscompare_decision_manifests
Compare two deployment batches descriptivelycompare_deployment_batches
Compare diffusion and conventional accuracy-RT modelscompare_diffusion_accuracy_rt
Compare dynamic transition modelscompare_dynamic_transition_models
Compare multiple external-engine adapter resultscompare_engine_adapters
Compare explicit fixation-detection methodscompare_fixation_methods
Compare functional and scalar pupil summariescompare_functional_scalar_models
Compare hard and probabilistic AOI assignmentscompare_hard_probabilistic_aoi
Compare multimodal IRT model objectscompare_irt_models
Compare simple latent-distribution reference modelscompare_latent_distribution_models
Compare equivalent model enginescompare_model_engines
Compare conventional logistic and flexible IRF shapescompare_parametric_nonparametric_irf
Compare outcomes across presentation variantscompare_presentation_fairness
Compare process external-validity modelscompare_process_criterion_models
Compare explicit process-model specificationscompare_process_models
Compare candidate process-profile solutionscompare_process_profile_solutions
Compare pupil deconvolution kernelscompare_pupil_kernels
Compare explicit pupil-preprocessing methodscompare_pupil_preprocessing
Compare raw and confound-adjusted pupil valuescompare_raw_adjusted_pupil
Compare two reproducibility fingerprintscompare_reproducibility_fingerprints
Compare multiple signal filterscompare_signal_filters
Compare mixture and continuous heterogeneity descriptionscompare_strategy_heterogeneity
Compare validation engines on common recovery outputcompare_validation_engines
Compare semantic mappings between vendorscompare_vendor_semantics
Compare base and visual-context IRT modelscompare_visual_context_irt
Build a detailed compatibility evidence matrixcompatibility_evidence_matrix
Extract visual-context factor effects/loadingscontext_factor_effects
Coordinate semantic-fidelity auditcoordinate_fidelity_audit
Interval coverage calibration curvecoverage_calibration_curve
Create a public, de-identified benchmark bundlecreate_public_benchmark
Cross-device process-scale equating auditcross_device_process_equating_audit
Compare adapter output across software/format versionscross_version_adapter_regression
Cross-classified grouped cross-validationcrossed_grouped_cv
Create cross-classified grouped foldscrossed_grouped_folds
Compact reporting table for eye-tracking data qualitydata_quality_reporting_table
Alias for manifest comparison emphasizing changed decision pathsdecision_manifest_diff
Stable hash of decision contentdecision_manifest_hash
Flatten a decision manifest to a tabledecision_manifest_table
Coverage of a declared decision space by evaluated specificationsdecision_space_coverage
Overall decision-stability summarydecision_stability
Decode latent or fitted transition statesdecode_dynamic_states
Compositional analysis of AOI attentionaoi_balance_coordinates compare_aoi_compositions derive_aoi_composition fit_aoi_compositional_model plot.eye_aoi_composition plot.eye_aoi_composition_comparison plot.eye_aoi_composition_model plot_aoi_balance_biplot plot_aoi_composition_trajectory plot_aoi_ternary plot_aoi_variation_matrix plot_compositional_group_difference transform_aoi_composition
Derive the complete Gazepoint workflow feature setderive_gazepoint_workflow_features
Calibration drift and offline recalibrationapply_offline_recalibration audit_recalibration detect_calibration_drift fit_offline_recalibration plot.eye_calibration_drift plot.eye_recalibration_audit plot_calibration_error_ellipses plot_calibration_vector_field plot_drift_over_time plot_recalibration_before_after plot_screen_coverage
Detect missing, truncated, or modified partitionsdetect_corrupt_partitions
Detect IRT/process change points using an SIC-inspired multichannel scoredetect_irt_changepoints
Detect a response-process change pointdetect_process_changepoint
Cognitive-episode change-point detectioncompare_episode_structure detect_process_changepoints label_process_episodes plot.eye_episode_comparison plot.eye_process_changepoints plot.eye_process_episodes plot_changepoint_ribbons plot_episode_duration_distribution plot_episode_transition_graph plot_episode_waterfall plot_process_episodes segment_process_episodes
Extract device facet effectsdevice_facet_effects
Construct a simulation-based identification studydiffusion_identification_study
Diagnose diffusion-parameter trade-offs and samplingdiffusion_parameter_diagnostics
Posterior predictive summaries for accuracy and RTdiffusion_posterior_predictive
Build a distractor process mapdistractor_process_map
Drift audit stratified by devicedrift_by_device
Drift audit stratified by study sitedrift_by_site
Drift audit stratified by stimulus versiondrift_by_stimulus_version
Drift audit stratified by vendordrift_by_vendor
Evaluate dynamic-state recovery under misclassificationdynamic_irtree_recovery
Specify a hardened dynamic gaze-state IRTreedynamic_irtree_spec
Posterior predictive checks for dynamic state modelsdynamic_posterior_predictive_check
Build an explicit dynamic-transition design matrixdynamic_transition_design
Estimate effective sampling frequency from timestampseffective_sampling_frequency
Encode multiple-response item response combinationsencode_response_combinations
Report an adapter's availability and contractengine_adapter_status
Equate IRT scales using anchor item parametersequate_irt_scales
Estimate empirical calibration/validation errorestimate_calibration_error
Estimate visual exposure probabilityestimate_visual_exposure_probability
Evaluate a validation acceptance ruleevaluate_validation_acceptance
Event-marker plausibility auditevent_marker_qc
Audit event survival across an interchange round tripevent_roundtrip_audit
Audit event semantic preservationevent_semantics_audit
Expand a stress evidence plan into one-factor-at-a-time scenariosexpand_eyeprocess_stress_evidence_plan
Expand a validation-evidence plan to a scenario tableexpand_eyeprocess_validation_plan
Expand a process-validation design into explicit conditionsexpand_process_validation_design
Expected process-aware item utility under a theta distributionexpected_process_information
Explain local person-item latent-space interactionsexplain_latent_interaction
Export Eye-Tracking-BIDS physiological recordingsexport_eye_bids
Export a pipeline manifest and optional run statusexport_eye_pipeline
Export lightweight PROV-oriented JSONexport_prov_json
Export minimal RO-Crate 1.3 metadataexport_ro_crate_metadata
Export a validation evidence bundleexport_validation_bundle
Convert common external eye-tracking objectsas_eyeprocess_eyeris as_eyeprocess_eyetools as_eyeprocess_eyetrackingr as_eyeprocess_gazer as_eyeprocess_pupillometryr external_eye_adapters
List external engine adaptersexternal_model_engines
External validation on a completely held-out datasetexternal_validate_irt
Extract diffusion parameter summariesextract_diffusion_parameters
Extract functional pupil parameters for validationextract_functional_pupil_parameters
Extract canonical parameter truth from simulated dataextract_parameter_truth
Extract standardized sliding-window process featuresextract_process_windows
Construct a governed analysis pipelineeye_analysis_pipeline
Define explicit analysis decisions for an eyeprocess workfloweye_analysis_spec
Inventory the public eyeprocess APIeye_api_inventory
Normalize or create an API lifecycle registryeye_api_lifecycle
Lifecycle recommendation for API revieweye_api_recommendation
Lookup lifecycle status for one or more APIseye_api_status
Return superseded/deprecated compatibility interfaceseye_api_superseded
Define a computational benchmark designeye_benchmark_design
Create a machine-readable research decision manifesteye_decision_manifest
Render pipeline dependencies as Graphviz DOTeye_pipeline_dot
Return pipeline vertices and dependency edgeseye_pipeline_graph
Machine-readable pipeline manifesteye_pipeline_manifest
Render pipeline dependencies as Mermaid flowchart texteye_pipeline_mermaid
Define a governed pipeline stepeye_pipeline_step
Measurement-intelligence plotting and result infrastructureautoplot_eyeprocess eye_plot_spec plot_diagnostics plot_diagnostics.default plot_diagnostics.eye_mi_result plot_evidence plot_evidence.default plot_evidence.eye_mi_result plot_sensitivity plot_sensitivity.default plot_sensitivity.eye_mi_result print.eye_mi_result print.eye_plot_spec
Construct a lightweight provenance grapheye_prov_graph
Construct a reproducibility fingerprinteye_reproducibility_fingerprint
Create a session-level provenance manifesteye_session_manifest
Specify disk-backed eyeprocess storageeye_storage_spec
Audit preservation of monocular/binocular stream semanticseye_stream_fidelity_audit
Create a targets-compatible dependency manifesteye_targets_manifest
Return the public eyeprocess API versioneyeprocess_api_version
Locate the bundled public benchmark studyeyeprocess_benchmark_study
Enumerate latent attribute profileseyeprocess_cdm_attribute_profiles
Summarise CDM classification uncertainty from profile probabilitieseyeprocess_cdm_classification_uncertainty
Compute deterministic DINA ideal responses from a Q-matrixeyeprocess_cdm_dina_ideal_response
DINA response probabilities from slip and guess parameterseyeprocess_cdm_dina_probability
Audit a cognitive-diagnosis Q-matrixeyeprocess_cdm_qmatrix_audit
Declare a deprecation in a structured formeyeprocess_deprecation
2PL item-response probabilityeyeprocess_irt_2pl_probability
3PL item-response probabilityeyeprocess_irt_3pl_probability
4PL item-response probabilityeyeprocess_irt_4pl_probability
Create an auditable adaptive-testing traceeyeprocess_irt_adaptive_trace
Audit candidate anchor items using supplied DIF evidenceeyeprocess_irt_anchor_audit
Iteratively remove anchors exceeding a supplied effect thresholdeyeprocess_irt_anchor_purification
Apply linear IRT scale-linking coefficientseyeprocess_irt_apply_link
Audit item-bank information coverage across a theta regioneyeprocess_irt_bank_coverage
Audit category probability functionseyeprocess_irt_category_function_audit
Summarise decision precision at one or more theta cut scoreseyeprocess_irt_classification_precision
Conditional standard error from informationeyeprocess_irt_conditional_sem
Audit content balance in an administered adaptive formeyeprocess_irt_content_balance_audit
Summarise parameter drift across acquisition deviceseyeprocess_irt_device_drift
Differential item functioning effect curve from two parameter setseyeprocess_irt_dif_effect_curve
Differential test functioning effect curveeyeprocess_irt_dtf_curve
EAP score for dichotomous IRT item parameterseyeprocess_irt_eap_score
Build an external-engine capability and availability tableeyeprocess_irt_engine_evidence_table
Registry of specialized external IRT engineseyeprocess_irt_engine_registry
Query an external IRT engineeyeprocess_irt_engine_status
Expected item scoreeyeprocess_irt_expected_score
Summarise item exposure rateseyeprocess_irt_exposure_summary
Audit extreme response scores without assigning behavioral labelseyeprocess_irt_extreme_score_audit
Build an integrated IRT diagnostic dashboard objecteyeprocess_irt_fit_dashboard
Summarise DIF/DTF curve magnitudeeyeprocess_irt_functioning_effect_summary
Generalized partial-credit category probabilitieseyeprocess_irt_gpcm_probability
Graded-response category probabilitieseyeprocess_irt_grm_probability
Haebara item-characteristic-curve linkingeyeprocess_irt_haebara_link
Audit IRT scale/location identificationeyeprocess_irt_identification_audit
Compute residual-based Infit and Outfit summarieseyeprocess_irt_infit_outfit
Area under an information curveeyeprocess_irt_information_area
Information gain between two conditional standard errorseyeprocess_irt_information_gain
Audit how well item information targets a theta distributioneyeprocess_irt_information_targeting
Combine invariance evidence without converting it to a binary validity claimeyeprocess_irt_invariance_evidence
Item bank object for adaptive designeyeprocess_irt_item_bank
Compute item residual fit summaries from observed and predicted probabilitieseyeprocess_irt_item_fit_residuals
Compute item information for transparent IRT familieseyeprocess_irt_item_information
Select the most informative eligible item at a theta estimateeyeprocess_irt_item_selection
Build a latent-regression design matrix with explicit centering metadataeyeprocess_irt_latent_regression_design
Compare linking estimates across anchor subsetseyeprocess_irt_link_stability
Extract high residual-dependence item pairseyeprocess_irt_local_dependence_pairs
MAP score for dichotomous IRT item parameterseyeprocess_irt_map_score
Marginal reliability from latent-score variance and conditional error varianceeyeprocess_irt_marginal_reliability
Mean-mean IRT linking coefficientseyeprocess_irt_mean_mean_link
Mean-sigma IRT linking coefficientseyeprocess_irt_mean_sigma_link
Summarise measurement precision across a theta regioneyeprocess_irt_measurement_precision_profile
Audit missing-by-design structure in an IRT response matrixeyeprocess_irt_missing_by_design_audit
Compare recovery under reference and misspecified scenarioseyeprocess_irt_misspecification_metrics
Create a model-misspecification suiteeyeprocess_irt_misspecification_suite
Bounded ML score for dichotomous IRT item parameterseyeprocess_irt_mle_score
Create a governed IRT model cardeyeprocess_irt_model_card
Audit completeness of an IRT model cardeyeprocess_irt_model_card_audit
Declare an eyeprocess IRT model specificationeyeprocess_irt_model_spec
Audit monotonicity of an item response curveeyeprocess_irt_monotonicity_audit
Nominal-response category probabilitieseyeprocess_irt_nominal_probability
Audit basic plausibility of dichotomous item parameterseyeprocess_irt_parameter_plausibility_audit
Standardized log-likelihood person-fit diagnosticeyeprocess_irt_person_fit_lz
Compute person residual fit summarieseyeprocess_irt_person_fit_residuals
Draw plausible values from a discrete posterior grideyeprocess_irt_plausible_values
Compare observed and replicated IRT discrepancy statisticseyeprocess_irt_ppc_discrepancy
Build a paper-ready IRT information/precision tableeyeprocess_irt_precision_evidence_table
Construct a prior-sensitivity grid for Bayesian IRT analyseseyeprocess_irt_prior_sensitivity_grid
Summarise sensitivity of an estimand across declared prior specificationseyeprocess_irt_prior_sensitivity_summary
Declare prior families for Bayesian IRT engine adapterseyeprocess_irt_prior_spec
Align item parameters with process-channel summarieseyeprocess_irt_process_alignment
Process-aware selection penalty without mental-state inferenceeyeprocess_irt_process_aware_selection_penalty
Compare psychometric DIF effect sizes with process-channel contrastseyeprocess_irt_process_dif_concordance
Compute Yen-style Q3 residual correlationseyeprocess_irt_q3
Create an IRT recovery designeyeprocess_irt_recovery_design
Summarise recovery failure rateseyeprocess_irt_recovery_failures
Summarise IRT parameter recoveryeyeprocess_irt_recovery_summary
Construct SBC ranks from scalar truths and posterior drawseyeprocess_irt_sbc_ranks
Summarise IRT SBC ranks with the package SBC diagnosticseyeprocess_irt_sbc_summary
Score a response matrix with EAP, MAP, or MLeyeprocess_irt_score_table
Summarise score uncertaintyeyeprocess_irt_score_uncertainty
Summarise item-parameter drift over sessionseyeprocess_irt_session_drift
Audit sparse person-item response coverageeyeprocess_irt_sparse_design_audit
Stocking-Lord characteristic-curve linkingeyeprocess_irt_stocking_lord_link
Evaluate a simple adaptive stopping ruleeyeprocess_irt_stopping_rule
Compare an examinee distribution with item-bank targetingeyeprocess_irt_targeting_gap
Test characteristic curve for dichotomous item parameterseyeprocess_irt_test_characteristic_curve
Compute a test information curve from item parameterseyeprocess_irt_test_information
Audit testlet sizes and singleton structureseyeprocess_irt_testlet_audit
Declare a testlet structure for bifactor/two-tier IRT engineseyeprocess_irt_testlet_spec
Audit ordered category thresholdseyeprocess_irt_threshold_order_audit
Declare a response/process joint IRT specificationeyeprocess_joint_process_irt_spec
Directional multidimensional 2PL informationeyeprocess_mirt_directional_information
Multidimensional 2PL item information matrixeyeprocess_mirt_information_matrix
Audit multidimensional IRT loading coverageeyeprocess_mirt_loading_audit
Declare a multidimensional IRT loading structureeyeprocess_mirt_loading_spec
Construct a multichannel measurement mapeyeprocess_multichannel_measurement_map
Declare negative-control evidence targetseyeprocess_negative_control_evidence_plan
Build a paper-ready negative-control tableeyeprocess_negative_control_evidence_table
Prepare a sparse response/process bundle for external joint engineseyeprocess_process_irt_data_bundle
Aggregate process channels by itemeyeprocess_process_item_profile
Summarise missingness patterns across response and process channelseyeprocess_process_missingness_pattern
Aggregate process channels by personeyeprocess_process_person_profile
Build a paper-ready parameter-recovery tableeyeprocess_recovery_evidence_table
Declare reliability evidence targetseyeprocess_reliability_evidence_plan
Build a paper-ready reliability tableeyeprocess_reliability_evidence_table
Summarise response-time structure for joint IRT workeyeprocess_response_time_profile
Build a paper-ready SBC tableeyeprocess_sbc_evidence_table
Describe speed-accuracy association without causal interpretationeyeprocess_speed_accuracy_profile
Declare the Milestone #2 measurement-quality stress evidence planeyeprocess_stress_evidence_plan
Build a paper-ready stress-test tableeyeprocess_stress_evidence_table
Summarise gaps in a validation evidence atlaseyeprocess_validation_atlas_gaps
Build a machine-readable validation claim/evidence matrixeyeprocess_validation_claim_matrix
Assemble a validation evidence atlaseyeprocess_validation_evidence_atlas
Grade the completeness of validation evidenceeyeprocess_validation_evidence_grade
Create an index over frozen validation evidence artifactseyeprocess_validation_evidence_index
Create an evidence manifest from files and in-memory objectseyeprocess_validation_evidence_manifest
Declare an eyeprocess validation-evidence planeyeprocess_validation_plan
Evaluate readiness of a Milestone #2 validation evidence bundleeyeprocess_validation_readiness
Apply a conservative software-release evidence gateeyeprocess_validation_release_gate
Derive a deterministic bounded validation seedeyeprocess_validation_seed
Mappings and adapter registrycombine_eye_datasets detect_eye_format eye_mapping infer_eye_mapping print.eye_format_detection print.eye_mapping read_eye_export read_eye_folder register_eye_adapter remap_recording_ids supported_eye_formats unregister_eye_adapter validate_eye_mapping
Create and manage eyeprocess datasetsadd_provenance append_eye_table as_eye_dataset as_eye_dataset.data.frame as_eye_dataset.default as_eye_dataset.eye_dataset compact_eye_dataset get_eye_table is_eye_dataset new_eye_dataset print.eye_dataset print.eye_validation print.summary.eye_dataset provenance_manifest set_eye_table summary.eye_dataset validate_eye_dataset
Coordinate and timebase managementalign_clock apply_clock_transform audit_clock_sync audit_coordinate_spaces audit_timebase convert_coordinates convert_xy coordinate_space estimate_clock_transform estimate_sampling_rate normalize_timebase print.eye_clock_transform register_coordinate_space synchronize_eye_biometrics
Experimental psychometric process modelsestimate_ez_diffusion fit_gaze_informed_irt fit_gaze_weighted_choice fit_multimodal_irt fit_process_irt fit_pupil_informed_irt fit_strategy_mixture functional_pupil_features model_missing_process print.eye_missing_sensitivity print.eye_strategy_mixture print.process_irt_spec process_irt_diagnostics process_irt_spec sensitivity_missing_process
Export, reporting, and package bridgesas_eye_biometrics as_eye_biometrics.data.frame as_eye_biometrics.eye_dataset as_eye_dataset.gp3_analysis as_eye_dataset.gp3_data as_eye_dataset.gp3_recording as_eye_dataset.gpbiometrics_data export_canonical import_canonical read_eye_dataset report_eye_dataset report_processirt write_eye_dataset write_provenance
Derive gaze, pupil, response-time, and biometric featuresderive_all_features derive_biometric_features derive_gaze_features derive_pupil_features derive_rt_features features_wide feature_dictionary feature_spec gaze_entropy print.eye_feature_spec scanpath_sequence summarize_fixations transition_entropy transition_matrix trial_table
Validate real eye-tracking exports and compatibility corporaanonymize_eye_dataset compare_eye_datasets create_validation_bundle discover_validation_cases eye_format_profiles fingerprint_eye_dataset format_compatibility_matrix format_validation_spec init_validation_corpus inspect_eye_source plot.eye_corpus_validation plot.eye_format_validation print.eye_corpus_validation print.eye_format_validation print.eye_format_validation_spec print.eye_roundtrip_validation read_validation_manifest roundtrip_eye_dataset schema_coverage schema_coverage_summary source_preservation_audit summary.eye_format_validation validate_eyelink_export validate_eye_corpus validate_eye_source validate_generic_export validate_pupillabs_export validate_smi_export validate_tobii_export validation_manifest write_format_validation_report write_validation_manifest
Import Gazepoint and Gazepoint Biometrics exportsgp_align_media_ids gp_audit_file_pairs gp_check_biometrics_sync gp_check_fixation_ids gp_check_media_timing gp_check_pupil_channels gp_check_sampling_rate gp_check_validity_fields gp_identify_export_type gp_list_export_fields gp_match_biometrics gp_match_recordings gp_pair_exports gp_parse_markers gp_parse_media_events gp_parse_user_events gp_profile_export gp_reconstruct_stimuli gp_reconstruct_trials gp_validate_export is_gazepoint_export read_gazepoint read_gazepoint_aoi_statistics read_gazepoint_biometrics read_gazepoint_combined read_gazepoint_events read_gazepoint_fixations read_gazepoint_folder read_gazepoint_gaze read_gazepoint_summary
Import generic delimited eye-tracking dataread_eye_generic
Import Tobii, Pupil Labs, EyeLink, and SMI exportsis_eyelink_export is_pupil_labs_export is_smi_export is_tobii_export pupil_labs_format read_eyelink_asc read_eyelink_edf read_eyelink_report read_pupillabs read_pupil_core read_pupil_neon read_smi read_smi_aoi_export read_smi_event_export read_smi_raw_export read_tobii
Psychometric and process-data modelsalign_response_matrices check_local_dependence fit_accuracy_rt fit_dif fit_dynamic_aoi_model fit_explanatory_irt fit_irt fit_joint_process_model fit_shared_process_factor item_parameters model_data model_fit_statistics person_scores predict.eyeprocess_model print.eyeprocess_model print.eye_dynamic_aoi print.eye_two_stage_rt print.summary.eyeprocess_model response_matrix response_time_matrix summary.eyeprocess_model
Visualize eye-tracking and multimodal process dataplot.eye_dataset plot_aoi_dwell plot_biometrics plot_clock_alignment plot_coordinate_spaces plot_eye_overview plot_eye_trace plot_feature_correlation plot_feature_distribution plot_fixations plot_gaze_heatmap plot_item_difficulty plot_missingness plot_model_diagnostics plot_pupil_timeseries plot_sampling_rate plot_scanpath plot_signal_quality plot_transition_matrix plot_trial_timeline
Gaze and pupil preprocessingbaseline_pupil detect_blinks detect_fixations_idt detect_fixations_ivt detect_saccades filter_gaze filter_pupil flag_gaze_outliers gaze_velocity interpolate_pupil preprocess_eye preprocess_spec print.eye_preprocess_spec pupil_deconvolve rolling_apply
Quality control, sensitivity, and governanceanalysis_readiness audit_aois audit_episodes audit_event_order audit_missingness audit_pupil_quality audit_sampling_rate audit_signal_quality audit_trial_coverage check_feature_level check_process_leakage compare_aoi_definitions compare_preprocessing interpretive_warnings print.eye_readiness print.eye_sensitivity sensitivity_process store_quality
Canonical schemas and coordinate spacescanonical_table_names empty_eye_table eye_schema new_coordinate_space schema_table standardize_eye_table validate_eye_table
Simulate and validate eyeprocess workflowsparameter_recovery plot.eye_parameter_recovery power_process_simulation simulate_eye_dataset simulate_process_irt summary.eye_parameter_recovery
Trials, responses, stimuli, and areas of interestadd_responses assign_aois assign_trials build_aoi_visits build_item_responses build_stimulus_intervals build_trials new_aoi print.eye_aoi register_aois
Extract facet effects from a many-facet process modelfacet_effects
Field-level semantic fidelity reportfield_fidelity_report
Build a file hash manifestfile_hash_manifest
Filter a one-dimensional eye signal robustlyfilter_eye_signal
Filter pupil signal robustlyfilter_pupil_signal
Find process measures by channel, level, status, or textfind_process_measures
Fingerprint every file in a validation casefingerprint_validation_case
Fit a single AOI growth curvefit_aoi_growth_curve
fit brms adapterfit_brms_adapter
Conditional censored-normal calibration for bounded process measurementsfit_censored_normal_process_irt
Fit a multimodal change-point IRT workflowfit_changepoint_multimodal_irt
Fit a change-point RT IRT workflowfit_changepoint_rt_irt
Cognitive-diagnosis model with process indicatorsfit_cognitive_diagnosis_process
Continuous-time IRT external-engine gatefit_continuous_time_irt
Cross-classified process IRT reference modelfit_crossclassified_process_irt
Create a gated scalable cross-classified MH-RM process IRT interfacefit_crossclassified_process_irt_mhrm
Cross-device and cross-vendor metric linkingapply_device_linking audit_device_equivalence estimate_device_specific_error fit_device_linking plot.eye_device_equivalence plot.eye_device_linking plot_cross_vendor_metric_matrix plot_device_agreement plot_device_bias_by_magnitude plot_device_equivalence_intervals plot_device_transfer_curve
Fit a diffusion IRT adapterfit_diffirt_adapter
fit diffirt engine adapterfit_diffirt_engine_adapter
Dynamic GPIRT external-engine gatefit_dynamic_gpirt
Fit a dynamic gaze-state response-tree modelfit_dynamic_irtree
Fit an optional CmdStan dynamic-transition modelfit_dynamic_irtree_stan
Fit an event-time IRT reference workflowfit_event_time_irt
Fit an external model engine through a stable adapterfit_external_engine
Fit an eRm Rasch-family model without fallback substitutionfit_eyeprocess_erm
Fit a G-DINA cognitive-diagnosis model without fallback substitutionfit_eyeprocess_gdina
Fit a joint response/response-time LNIRT model without fallback substitutionfit_eyeprocess_lnirt
Fit a model with mirt without substituting another estimatorfit_eyeprocess_mirt
Fit a TAM model without substituting another estimatorfit_eyeprocess_tam
fit eyetrackingr adapterfit_eyetrackingr_adapter
Spatio-temporal fixation point-process modelsdiagnose_gaze_point_process fit_fixation_point_process fit_marked_gaze_process plot.eye_fixation_point_process plot.eye_gaze_point_process_diagnostics plot_covariate_effect_surface plot_fixation_intensity plot_observed_expected_fixations plot_spatial_residuals plot_temporal_excitation_kernel predict_fixation_intensity
Flow-MIRT external-engine gatefit_flow_mirt
Fit the bundled joint functional pupil-IRT Stan modelfit_functional_pupil_stan
Fit a standard 3PL and audit lower-asymptote alignment with process evidencefit_gaze_anchored_3pl_audit
Fit a gaze-informed diffusion modelfit_gaze_diffusion_irt
Fit the CmdStan Wiener diffusion modelfit_gaze_diffusion_stan
Fit a gaze-informed missingness IRT diagnosticfit_gaze_informed_missingness_irt
fit gdina adapterfit_gdina_adapter
GPIRT model-criticism interfacefit_gpirt
Fit a registered multimodal IRT modelfit_irt_model
Fit an experimental pre-pilot item-parameter seeding modelfit_item_parameter_seed_model
Fit a functional pupil-informed IRT workflowfit_joint_functional_pupil_irt
Joint response, response-time, and gaze-process IRTfit_joint_gaze_rt_irt
Joint graded-response, RT, and process reference modelfit_joint_graded_rt_process_irt
Create a gated KDE latent-distribution IRT interfacefit_kde_latent_distribution_irt
Latent process-class IRT reference modelfit_latent_class_process_irt
Fit a latent-space IRT model using LSMjmlfit_latent_space_irt
fit lnirt adapterfit_lnirt_adapter
Many-facet process IRT reference modelfit_manyfacet_process_irt
fit mirt adapterfit_mirt_adapter
Fit a true mirt mixture-IRT response modelfit_mixture_irt_process_classes
Fit a multiblock psychometric/gaze/pupil/quality structure mapfit_multiblock_process_map
Fit the M2 response + RT + gaze reference modelfit_multimodal_m2
Fit the M3 response + RT + gaze + pupil reference modelfit_multimodal_m3
Fit the M4 latent response-process state modelfit_multimodal_m4
Multimodal trait-model convenience wrapperfit_multimodal_trait_irt
Fit a penalized multinomial transition modelfit_multinomial_transition
Fit a multiple-response process-IRT reference modelfit_multiple_response_process_irt
Nominal/distractor IRT with option-level gazefit_nominal_gaze_irt
Create a gated Bayesian nonignorable-missing IRT interfacefit_nonignorable_missing_irt
Response/RT/omission survival IRT reference modelfit_omission_survival_irt
fit openmx adapterfit_openmx_adapter
Fit a user-defined OpenMx process modelfit_openmx_process_model
Create a gated persistence-augmented gaze-diffusion IRT interfacefit_persistence_gaze_diffusion_irt
Dynamic process-DIF and fairness driftaudit_fairness_transportability decompose_dif_evidence fit_process_dif monitor_dif_drift plot.eye_dif_drift plot.eye_fairness_transportability plot.eye_process_dif plot_dif_drift_heatmap plot_fairness_transport_matrix plot_group_icc_process_overlay plot_item_group_process_curves plot_process_dif_forest
Process reliability and Generalizability Theoryaudit_process_reliability design_process_dstudy fit_process_gstudy plot.eye_process_dstudy plot.eye_process_gstudy plot.eye_process_reliability_audit plot_dependability_surface plot_item_sampling_reliability plot_reliability_by_metric plot_session_stability plot_variance_components process_variance_components
Process-state HMM with an IRT response layerfit_process_hmm_irt
Measurement-intelligence compatibility adapterscrossmodal_recurrence_model fit_process_missingness_model plot.eye_crossmodal_recurrence_model
Conditional process reference centilesaudit_norm_transportability fit_process_norms plot.eye_norm_transportability plot.eye_process_norms plot_item_normative_deviation plot_normative_fan plot_person_normative_profile plot_process_centiles predict_process_centiles score_process_deviation
Informative missingness and MNAR sensitivityfit_joint_signal_missingness fit_process_observation_model plot.eye_mnar_sensitivity plot.eye_mnar_tipping_point plot.eye_process_observation_model plot_complete_case_sensitivity plot_missingness_by_aoi plot_missingness_by_time plot_mnar_tipping_point plot_observation_probability process_pattern_mixture sensitivity_mnar_process
Fit exploratory process profilesfit_process_profile_mixture
Fit a process-informed Rasch treefit_process_rasch_tree
Fit a luminance/fatigue/process confound model for pupil responsefit_pupil_confound_model
Fit transparent event-related pupil deconvolution modelsfit_pupil_event_deconvolution
fit pupillometryr adapterfit_pupillometryr_adapter
Fit an IRT response model augmented by sequence embeddingsfit_response_process_embedding_irt
Fit a revisiting-aware cognitive-diagnosis process workflowfit_revisit_process_cdm
fit seqhmm adapterfit_seqhmm_adapter
Speed-accuracy-engagement IRT convenience wrapperfit_speed_accuracy_engagement_irt
Fit the deterministic multi-start EM baselinefit_strategy_mixture_em
Fit the probabilistic strategy-mixture enginefit_strategy_mixture_stan
fit tam adapterfit_tam_adapter
Fit a theory-constrained strategy mixturefit_theory_strategy_irt
fit traminer adapterfit_traminer_adapter
Fit one model-validation replicatefit_validation_replicate
Variational IRT external-engine gatefit_variational_irt
Fit an explicit visual-context/testlet IRT modelfit_visual_context_irt
Distance to nearest rectangular AOI boundaryfixation_boundary_uncertainty
Freeze IRT validation reference summariesfreeze_eyeprocess_irt_reference
Freeze a validation atlas with a reproducibility fingerprintfreeze_eyeprocess_validation_atlas
Freeze a complete Milestone #2 evidence bundlefreeze_eyeprocess_validation_evidence
Freeze software-paper evidence to an RDS with a hashfreeze_software_paper_evidence
Freeze a compact validation reference for regression testingfreeze_validation_reference
Construct a functional basis for pupil trajectoriesfunctional_pupil_basis
Diagnose functional pupil model and preprocessing qualityfunctional_pupil_diagnostics
Specify a functional pupil-IRT modelfunctional_pupil_irt_spec
Return the process-alignment table from a gaze-anchored 3PL auditgaze_anchored_3pl_alignment
Empirical gaze data-quality profilegaze_data_quality_profile
Define a gaze-informed diffusion modelgaze_diffusion_spec
Estimate RMS successive-sample gaze imprecisiongaze_precision_rms_s2s
Recurrence and cross-recurrence analysiscross_recurrence gaze_recurrence plot.eye_cross_recurrence plot.eye_recurrence plot.eye_windowed_recurrence plot_crossmodal_recurrence plot_diagonal_recurrence_profile plot_recurrence_matrix plot_recurrence_network plot_windowed_recurrence recurrence_features windowed_recurrence
Uncertainty ellipse implied by an empirical calibration-error modelgaze_uncertainty_ellipse
Build person-by-item-by-trial analysis tablesgazepoint_analysis_tables
Create IRT-ready response and process tablesgazepoint_irt_tables
Specify an integrated Gazepoint downstream workflowgazepoint_workflow_spec
Generalizability-style variance decomposition for a process measuregeneralizability_process_study
Retrieve a registered multimodal IRT modelget_irt_model
Grade model evidence against an explicit validation contractgrade_model_evidence
Evaluate a model with grouped cross-validationgrouped_cv
Create grouped cross-validation foldsgrouped_folds
Build an eye dataset from the public benchmarkimport_benchmark_study
Import Eye-Tracking-BIDS physiological recordingsimport_eye_bids
Extract incremental process validityincremental_process_validity
Create or validate a multi-vendor corpus directoryinit_vendor_corpus
Inject AOI label noiseinject_aoi_label_noise
Inject additive gaze calibration offset in coordinate unitsinject_calibration_offset
Inject an additive device/site shift in a numeric featureinject_device_shift
Inject generic missingness into selected columnsinject_eye_missingness
Inject pupil dropoutinject_pupil_dropout
Inject timestamp jitterinject_sampling_jitter
Inject trial/row imbalance by dropping observationsinject_trial_imbalance
Compositional AOI channelirt_compositional_channel
Continuous/bounded process channel for multimodal IRTirt_continuous_channel
Count-valued process channel for multimodal IRTirt_count_channel
Functional trajectory channelirt_functional_channel
Define a multimodal IRT model specificationirt_model_spec
Nominal response/process channelirt_nominal_channel
Binary/ordinal response channel for multimodal IRTirt_response_channel
Response-time channel for multimodal IRTirt_rt_channel
Sequence/process-state channelirt_sequence_channel
Survival/event-time channel for multimodal IRTirt_survival_channel
Specify a validation programme for a process-IRT modelirt_validation_spec
Multi-objective item-bank optimizationaudit_bank_decision_stability item_objective_spec item_pareto_front optimize_item_bank plot.eye_bank_decision_stability plot.eye_item_bank_optimization plot.eye_item_pareto plot_bank_information_coverage plot_decision_stability plot_item_pareto plot_objective_tradeoffs plot_selected_bank_profile
Stress-test IRT estimators across latent distributionslatent_distribution_stress_test
Estimate a descriptive continuous-time latent trajectorylatent_trait_trajectory
Leave device out validationleave_device_out_validation
Leave item out validationleave_item_out_validation
Leave session out validationleave_session_out_validation
Leave site out validationleave_site_out_validation
List registered multimodal IRT modelslist_irt_models
Lock a decision manifest by content hashlock_decision_manifest
Map supplied latent-class memberships to process summariesmap_latent_classes_to_process_profiles
Build a non-collapsed measurement-error budgetmeasurement_error_budget
Migrate a storage schema through an atomic rewritemigrate_eye_storage_schema
Specify evidence gates for model promotionmodel_promotion_spec
Specify a model-validation programmemodel_validation_spec
Summarize model validationmodel_validation_summary
Extract multiblock block contributions/coordinatesmultiblock_contributions
Extract multiblock person coordinatesmultiblock_person_coordinates
Extract multiblock variable coordinatesmultiblock_variable_coordinates
Report multimodal backend availabilitymultimodal_backend_status
Consolidated multimodal IRT specificationmultimodal_irt_spec
Fit M0, M1, and M2 as a response-target ablation sequencemultimodal_m2_ablation
Generate M2 alignment negative controlsmultimodal_m2_negative_controls
Posterior predictive checks for the M2 three-way modelmultimodal_m2_ppc
Quantify response-target process information in the M0-M2 sequencemultimodal_m2_process_information
Run repeated M2 estimator recoverymultimodal_m2_recovery
M2 response + RT + gaze reference specificationmultimodal_m2_spec
Fit the complete M3 response-anchored channel-ablation latticemultimodal_m3_ablation
Bridge existing functional pupil outputs into the scalar M3 reference layermultimodal_m3_functional_bridge
Generate M3 multimodal falsification controlsmultimodal_m3_negative_controls
Posterior predictive checks for the M3 four-channel modelmultimodal_m3_ppc
Quantify M3 process information, pupil increment, redundancy and sensor valuemultimodal_m3_process_information
Run M3 parameter-recovery and stress evidencemultimodal_m3_recovery
M3 response + RT + gaze + pupil specificationmultimodal_m3_spec
Plan or fit the focused M3-to-M4 ablation setmultimodal_m4_ablation
Construct M4 temporal, nuisance, device, and overfitting negative controlsmultimodal_m4_negative_controls
Posterior predictive checks for M4 measurement and sequential behaviormultimodal_m4_ppc
Quantify incremental response-target information supplied by M4 state structuremultimodal_m4_process_information
Evaluate deterministic M4 parameter and state recoverymultimodal_m4_recovery
Plan or run M4 state-count and modelling sensitivity analysesmultimodal_m4_sensitivity
Specify M4 trait-conditioned latent response-process statesmultimodal_m4_spec
Summarize M4 latent-state uncertainty and dynamicsmultimodal_m4_state_diagnostics
Posterior predictive checks for multimodal development fitsmultimodal_ppc
Concordance of multiple negative-control familiesnegative_control_concordance
Negative-control test for an allegedly informative process channelnegative_control_process_test
Hash an R object reproducibly within an R serialization versionobject_hash
Describe a stable object schemaobject_schema
Open an eyeprocess storage handleopen_eye_storage
Open partitioned eye storageopen_partitioned_eye_storage
Quantify option-process information from a nominal gaze modeloption_process_information
Audit whether candidate predictors can be constructed without an outcome columnoutcome_blind_feature_audit
Create an outcome-blind data snapshotoutcome_blind_snapshot
Create a reproducibility manifest for files and softwarepackage_reproducibility_manifest
Create a compact paper reproducibility manifestpaper_reproducibility_manifest
Create a partition specificationpartition_eye_storage
Return failed pipeline stepspipeline_failures
Extract a pipeline result by step namepipeline_result
Pipeline step status tablepipeline_step_status
Audit a placebo/pre-event windowplacebo_window_audit
Plot an AOI transition matrixplot_aoi_transition_matrix
Plot top AOI transitions by probability/countplot_aoi_transition_rank
Plot option-level distractor informationplot_distractor_information
Generate the complete Gazepoint workflow plot suiteplot_gazepoint_workflow
Plot interval coverageplot_interval_coverage
Plot uncertainty for flexible item response functionsplot_irf_uncertainty
Plot parameter recoveryplot_parameter_recovery
Plot person/item latent-space coordinatesplot_person_item_space
Plot detected process change pointsplot_process_changepoint
Plot channel-ablation delta from a full/reference modelplot_process_channel_ablation_delta
Plot process-feature stability across resamples/splitsplot_process_feature_stability
Explicit wrapper for process-window sensitivity plottingplot_process_window_sensitivity
Plot pupil activity sensitivity to window lengthplot_pupil_activity_sensitivity
Plot pupil activity features across windows/groupsplot_pupil_activity_windows
Plot pupil low/high-band power summariesplot_pupil_band_power
Plot tonic/phasic pupil componentsplot_pupil_components
Plot raw-to-processed pupil preprocessing stagesplot_pupil_preprocessing_audit
Plot a pupil-signal power spectrumplot_pupil_spectrum
Plot SBC rank histogramsplot_sbc_rank
Plot validation failure ratesplot_validation_failures
Plot validation runtimeplot_validation_runtime
Plot eye adapter regression auditplot.eye_adapter_regression_audit
Plot aoi growth curve diagnosticsplot.eye_aoi_growth_curve
Plot aoi trajectory diagnosticsplot.eye_aoi_trajectory
Plot bayesian process dashboard diagnosticsplot.eye_bayesian_process_dashboard
Plot eye bids roundtripplot.eye_bids_roundtrip
Plot biometric imputation sensitivity diagnosticsplot.eye_biometric_imputation_sensitivity
Plot biometric preflight diagnosticsplot.eye_biometric_preflight
Plot candidate item bank audit diagnosticsplot.eye_candidate_item_bank_audit
Plot detailed compatibility evidenceplot.eye_compatibility_evidence_matrix
Plot decision process proxy diagnosticsplot.eye_decision_process_proxy
plot eye dynamic irtreeplot.eye_dynamic_irtree
plot eye dynamic ppcplot.eye_dynamic_ppc
Plot eye event roundtrip auditplot.eye_event_roundtrip_audit
Plot eye event time irtplot.eye_event_time_irt
plot eye functional pupil diagnosticsplot.eye_functional_pupil_diagnostics
plot eye functional pupil irtplot.eye_functional_pupil_irt
plot eye functional pupil sensitivityplot.eye_functional_pupil_sensitivity
Plot gated process model diagnosticsplot.eye_gated_process_model
Plot gaze anchored 3pl audit diagnosticsplot.eye_gaze_anchored_3pl_audit
Plot eye gaze informed missingness irtplot.eye_gaze_informed_missingness_irt
Plot flexible IRF shape diagnosticsplot.eye_gpirt
Plot incremental process-channel information by foldplot.eye_incremental_information_audit
Plot detected process changepointsplot.eye_irt_changepoints
Plot an IRT linking/equating transformationplot.eye_irt_equating
Plot posterior predictive discrepancy tail probabilitiesplot.eye_irt_ppc
Plot parameter-recovery bias or RMSEplot.eye_irt_recovery_summary
Plot SBC rank histograms by parameterplot.eye_irt_sbc
Plot item parameter seed diagnosticsplot.eye_item_parameter_seed
Plot item reduction sensitivity diagnosticsplot.eye_item_reduction_sensitivity
Plot a joint gaze-response-time IRT fitplot.eye_joint_gaze_rt_irt
Plot a graded response + RT/process fitplot.eye_joint_graded_rt_process_irt
Plot eye latent distribution comparisonplot.eye_latent_distribution_comparison
Plot latent process alignment diagnosticsplot.eye_latent_process_alignment
Plot a latent-space IRT adapter fitplot.eye_latent_space_irt
Plot many-facet process IRT effectsplot.eye_manyfacet_process_irt
Plot mixture irt process diagnosticsplot.eye_mixture_irt_process
plot eye model promotion auditplot.eye_model_promotion_audit
Plot multiblock process map diagnosticsplot.eye_multiblock_process_map
Plot nominal-response gaze resultsplot.eye_nominal_gaze_irt
Plot nonparametric rasch audit diagnosticsplot.eye_nonparametric_rasch_audit
Plot omission/not-reached survival IRT diagnosticsplot.eye_omission_survival_irt
Plot preaction process features diagnosticsplot.eye_preaction_process_features
Plot presentation accessibility diagnosticsplot.eye_presentation_accessibility
Plot presentation fairness comparison diagnosticsplot.eye_presentation_fairness_comparison
Plot process anomaly audit diagnosticsplot.eye_process_anomaly_audit
Plot CAT simulation information accumulationplot.eye_process_cat_simulation
Plot process-channel ablationplot.eye_process_channel_ablation
Plot process-dependent discriminationplot.eye_process_dependent_discrimination
Plot process drift audit diagnosticsplot.eye_process_drift_audit
Plot process external validity diagnosticsplot.eye_process_external_validity
Plot eye process facet effectsplot.eye_process_facet_effects
Plot process feature blocks diagnosticsplot.eye_process_feature_blocks
Plot process-measure variance componentsplot.eye_process_g_study
Plot a process-HMM IRT fitplot.eye_process_hmm_irt
Plot process/local-dependence diagnosticsplot.eye_process_local_dependence_audit
Plot a process-channel negative-control distributionplot.eye_process_negative_control
Plot process person-fit discrepanciesplot.eye_process_person_fit
Plot process profile mixture diagnosticsplot.eye_process_profile_mixture
Plot process rasch tree diagnosticsplot.eye_process_rasch_tree
Plot process window sensitivity diagnosticsplot.eye_process_window_sensitivity
Plot process windows diagnosticsplot.eye_process_windows
Plot pupil confound model diagnosticsplot.eye_pupil_confound_model
Plot pupil deconvolution diagnosticsplot.eye_pupil_deconvolution
Plot pupil fatigue drift diagnosticsplot.eye_pupil_fatigue_drift
Plot pupil frequency features diagnosticsplot.eye_pupil_frequency_features
Plot pupil frequency stability diagnosticsplot.eye_pupil_frequency_stability
plot eye roundtrip loss auditplot.eye_roundtrip_loss_audit
Plot SBC audit summariesplot.eye_sbc_audit
Plot semantic round-trip fidelityplot.eye_semantic_roundtrip
Plot signal filter audit diagnosticsplot.eye_signal_filter_audit
plot eye storage benchmarkplot.eye_storage_benchmark
plot eye strategy aoi sensitivityplot.eye_strategy_aoi_sensitivity
Plot streaming score diagnosticsplot.eye_streaming_score
plot eye transition diagnosticsplot.eye_transition_diagnostics
Plot validation bundle diagnosticsplot.eye_validation_bundle
plot eye vendor compatibility matrixplot.eye_vendor_compatibility_matrix
Plot eye vendor semantic validationplot.eye_vendor_semantic_validation
Plot visual context irt diagnosticsplot.eye_visual_context_irt
Posterior predictive discrepancy tableposterior_predictive_discrepancies
Define a posterior-SBC replication contractposterior_sbc_contract
Build pre-action process featurespreaction_process_features
Predict from an AOI growth curvepredict_aoi_trajectory
Predict pre-pilot item-parameter priorspredict_item_parameter_priors
Predict a latent trait at arbitrary timespredict_theta_at_time
Predict expected bounded response from a censored-normal process IRT fitpredict.eye_censored_normal_process_irt
Predict destination-state probabilitiespredict.eye_multinomial_transition
Extract pre-flight decisionspreflight_decisions
Create an explicit pre-flight exclusion/review manifestpreflight_exclusion_manifest
Extract pre-flight failures/review casespreflight_failures
Extract pre-flight passespreflight_passed
Prepare ordered transition data for dynamic IRTree modelsprepare_dynamic_irtree_data
Prepare aligned, corrected functional pupil dataprepare_functional_pupil_data
Prepare joint accuracy-response-time dataprepare_gaze_diffusion_data
Prepare a canonical multimodal person-item-trial measurement objectprepare_multimodal_irt_data
Prepare data for a strategy-mixture modelprepare_strategy_mixture_data
Prepare leakage-safe structured/unstructured process representationsprepare_structured_unstructured_process_features
Run a preprocessing or AOI multiversepreprocessing_multiverse
print eye benchmark reproductionprint.eye_benchmark_reproduction
print eye benchmark studyprint.eye_benchmark_study
print eye benchmark validationprint.eye_benchmark_validation
print eye diffusion diagnosticsprint.eye_diffusion_diagnostics
print eye diffusion identification studyprint.eye_diffusion_identification_study
print eye dynamic irtreeprint.eye_dynamic_irtree
print eye dynamic ppcprint.eye_dynamic_ppc
print eye dynamic recoveryprint.eye_dynamic_recovery
print eye engine adapter resultprint.eye_engine_adapter_result
print eye functional pupil dataprint.eye_functional_pupil_data
print eye functional pupil diagnosticsprint.eye_functional_pupil_diagnostics
print eye functional pupil irtprint.eye_functional_pupil_irt
print eye functional pupil sensitivityprint.eye_functional_pupil_sensitivity
print eye functional scalar comparisonprint.eye_functional_scalar_comparison
Print a gated process model objectprint.eye_gated_process_model
print eye gaze diffusion dataprint.eye_gaze_diffusion_data
print eye gaze diffusion irtprint.eye_gaze_diffusion_irt
print eye gaze diffusion specprint.eye_gaze_diffusion_spec
Print eye irt evidence gradeprint.eye_irt_evidence_grade
Print a multimodal IRT model specificationprint.eye_irt_model_spec
Print eye irt validation specprint.eye_irt_validation_spec
print eye model contract validationprint.eye_model_contract_validation
print eye model promotion auditprint.eye_model_promotion_audit
print eye multinomial transitionprint.eye_multinomial_transition
print eye partition specprint.eye_partition_spec
print eye partitioned storageprint.eye_partitioned_storage
Print a process drift spec objectprint.eye_process_drift_spec
Print eye process negative controlprint.eye_process_negative_control
Print a process preflight spec objectprint.eye_process_preflight_spec
Print a process window spec objectprint.eye_process_window_spec
print eye redaction resultprint.eye_redaction_result
print eye roundtrip loss auditprint.eye_roundtrip_loss_audit
print eye strategy dataprint.eye_strategy_data
print eye strategy manipulation validationprint.eye_strategy_manipulation_validation
print eye theory strategy irtprint.eye_theory_strategy_irt
print eye theory strategy specprint.eye_theory_strategy_spec
print eye transition designprint.eye_transition_design
print eye transition diagnosticsprint.eye_transition_diagnostics
Print a validation bundle objectprint.eye_validation_bundle
print eye validation case fingerprintprint.eye_validation_case_fingerprint
print eye validation collectionprint.eye_validation_collection
print eye validation completion auditprint.eye_validation_completion_audit
print eye validation job planprint.eye_validation_job_plan
print eye validation runprint.eye_validation_run
print eye vendor caseprint.eye_vendor_case
print eye vendor compatibility matrixprint.eye_vendor_compatibility_matrix
Print eye vendor schema contractprint.eye_vendor_schema_contract
print eye vendor semantic comparisonprint.eye_vendor_semantic_comparison
Print a visual context registry objectprint.eye_visual_context_registry
Probabilistic AOI assignment under empirical calibration uncertaintyprobabilistic_aoi_assignment
Extract multivariate process anomaly distancesprocess_anomaly_distance
Bland-Altman repeatability summary for two sessionsprocess_bland_altman
Ablate process channels under a common out-of-sample evaluatorprocess_channel_ablation
Extract process-criterion associationsprocess_criterion_associations
Audit process-dependent item discriminationprocess_dependent_discrimination_audit
Construct a process-data nuisance surrogate for DIF analysisprocess_dif_nuisance_surrogate
Extract drift alertsprocess_drift_alerts
Specify a process-deployment drift auditprocess_drift_spec
Define conceptual process-feature blocksprocess_feature_blocks
Registry of process-feature families and interpretation guardrailsprocess_feature_family_registry
Summarize process-feature stability across repeated analysesprocess_feature_stability
Declare temporal provenance for process featuresprocess_feature_time_provenance
Absolute-agreement ICC(A,1) for repeated process measuresprocess_icc
Quantify incremental process informationprocess_information
2PL response item informationprocess_item_information
Return a one-measure process cardprocess_measure_card
Process-measure coverage for an observed datasetprocess_measure_coverage
Process-measure guardrail tableprocess_measure_guardrails
Process-measure lineage tableprocess_measure_lineage
Unified process-measure registryprocess_measure_registry
List units used by registered process measuresprocess_measure_units
Permutation negative controlprocess_negative_control_permute
Temporal-shift negative controlprocess_negative_control_shift
N-gram features from process sequencesprocess_ngram_features
Compare an observed effect against a negative-control null distributionprocess_null_benchmark
Joint response-process person-fit diagnosticprocess_person_fit
Specify a biometric process pre-flight gateprocess_preflight_spec
Extract process-profile probabilitiesprocess_profile_probabilities
Summarize process profilesprocess_profile_summary
Test-retest process reliability profileprocess_reliability_profile
Return person/item latent-space coordinatesprocess_residual_map
Construct an explicit process-analysis sensitivity gridprocess_sensitivity_grid
Low-dimensional embedding of response-process sequencesprocess_sequence_embedding
Summarize HMM state occupancyprocess_state_occupancy
Summarize HMM process-state transitionsprocess_state_transition_summary
Pairwise temporal stability across sessionsprocess_temporal_stability
Process measurement-uncertainty budgetscompare_uncertainty_budgets estimate_process_uncertainty plot.eye_process_uncertainty plot.eye_process_uncertainty_propagation plot.eye_uncertainty_budget_comparison plot_uncertainty_by_item plot_uncertainty_by_stage plot_uncertainty_tornado plot_uncertainty_waterfall print.eye_process_uncertainty_spec process_uncertainty_spec propagate_process_uncertainty uncertainty_budget
Define an empirical process-validation designprocess_validation_design
Specify temporal process windowsprocess_window_spec
Promote an IRT model after evidence gates are metpromote_irt_model
Promote a case support level only when evidence is suppliedpromote_vendor_support
Propagate empirical calibration uncertainty around gaze samplespropagate_calibration_uncertainty
Build a provenance edge tableprovenance_edge_table
Build a provenance lineage node tableprovenance_lineage_table
Remove obsolete or corrupt validation checkpointsprune_validation_checkpoints
Public validation-corpus registrypublic_validation_corpus
Compute a transparent pupil activity indexpupil_activity_index
Compute pupil signal power in a frequency bandpupil_band_power
Evaluate pupil baseline-window sensitivitypupil_baseline_sensitivity
Extract pupil confound-model effectspupil_confound_effects
Extract event effects from pupil deconvolutionpupil_event_effects
Build an event-locked pupil regressorpupil_event_regressor
Extract pupil frequency-domain and activity features by grouppupil_frequency_features
Pupil latency estimator sensitivity and resolvability auditpupil_latency_sensitivity
Create a preprocessing sensitivity grid for pupil analysispupil_preprocessing_grid
Run functional pupil preprocessing sensitivity analysispupil_preprocessing_sensitivity
Canonical gamma-shaped pupil response kernelpupil_response_kernel
Pupil-unit semantic-fidelity auditpupil_unit_fidelity_audit
Derivative-based pupil activity magnitudepupil_velocity_activity
Quantify leakage from row-wise rather than grouped validationquantify_process_leakage
Query partitioned eye storage lazily where possiblequery_eye_storage
Specify a published Raven strategy-model reproductionraven_reproduction_spec
Read API lifecycle registry from CSVread_api_lifecycle_registry
Read a benchmark tableread_benchmark_table
Read a decision manifest written by eyeprocessread_decision_manifest
Read and verify a frozen evidence bundleread_eyeprocess_validation_evidence
Read a reproducibility fingerprintread_reproducibility_fingerprint
Read a validation manifestread_validation_job_manifest
Read a validation scenario manifestread_validation_scenario_manifest
Read the multi-vendor case registryread_vendor_registry
Iteratively detect, clean, and recalibrate after process change pointsrecalibrate_after_changepoint
Approximate simulation replications needed for a target Monte Carlo errorrecommended_validation_replications
Redact a validation case without inventing replacement dataredact_validation_case
Add or update API lifecycle metadata without global mutationregister_eye_api_status
Register a multimodal IRT modelregister_irt_model
Add a process measure to a registry without global mutationregister_process_measure
Pupil phase-amplitude registrationaudit_pupil_registration decompose_pupil_phase_amplitude fit_phase_amplitude_irt plot.eye_phase_amplitude_irt plot.eye_pupil_phase_amplitude plot.eye_pupil_registration plot_item_phase_delay plot_phase_amplitude_scores plot_pupil_registration plot_registered_pupil_effects plot_warping_functions register_pupil_curves
Register an independent validation caseregister_validation_case
Register vendor-field semanticsregister_vendor_semantics
Audit reporting-guideline coveragereporting_guideline_audit
Representative scanpaths and scanpath distributionsbootstrap_representative_scanpath compare_scanpath_distributions plot.eye_scanpath_bootstrap plot.eye_scanpath_comparison plot.eye_scanpath_representative plot_group_scanpath_transport plot_representative_scanpath plot_scanpath_atlas plot_scanpath_dispersion plot_scanpath_similarity_matrix representative_scanpath scanpath_dispersion
Resume a governed pipeline from a prior runresume_eye_pipeline
Resume incomplete or failed validation jobsresume_validation_jobs
Execute and audit an Eye-Tracking-BIDS round triproundtrip_eye_bids
Derive reproducible benchmark summariesrun_benchmark_reproduction
Run a computational scaling benchmarkrun_eye_benchmark
Run a governed eyeprocess pipelinerun_eye_pipeline
Run a named equateIRT linking/equating function without fallback substitutionrun_eyeprocess_equateirt
Run simulation-based calibration for known-item IRT ability scoringrun_eyeprocess_irt_ability_sbc
Run IRT parameter recovery with the exact mirt enginerun_eyeprocess_irt_recovery
Run a mirtCAT adaptive-testing workflow without fallback substitutionrun_eyeprocess_mirtcat
Execute a declared measurement-stress evidence planrun_eyeprocess_stress_evidence
Run the complete validation-release programmerun_eyeprocess_validation_program
Run the complete Gazepoint downstream workflowrun_gazepoint_workflow
Run parameter-recovery, coverage, and misspecification validationrun_model_validation
Run posterior simulation-based calibration from an explicit contractrun_posterior_sbc
Run repeated process negative controlsrun_process_negative_controls
Run an explicit process-analysis multiverserun_process_sensitivity
Run an empirical process-validation programmerun_process_validation
Execute a licensed published-model reproductionrun_raven_reproduction
Run generic simulation-based calibrationrun_sbc
Run validation jobs with checkpointing and deterministic seedsrun_validation_jobs
ECDF deviation summary for SBC rankssbc_ecdf_deviation
Build SBC rank diagnosticssbc_rank_diagnostics
Summarize simulation-based calibrationsbc_summary
Score a partial response pattern from a calibrated mirt modelscore_partial_response_pattern
Score a response stream cumulativelyscore_response_stream
Select the next item using response/process utilityselect_next_item_process
Semantic fidelity specificationsemantic_fidelity_spec
Convert a semantic round-trip audit into a loss mapsemantic_loss_map
Audit a complete semantic round tripsemantic_roundtrip_audit
Stable fingerprint of a sensitivity branchsensitivity_branch_fingerprint
Decision leverage of each analytical choicesensitivity_decision_leverage
Fragility index across analysis specificationssensitivity_fragility_index
Machine-readable multiverse manifestsensitivity_multiverse_manifest
Rank stability across specificationssensitivity_rank_stability
Effect-sign stability across specificationssensitivity_sign_stability
Significance-decision stability across specificationssensitivity_significance_stability
Substantive-threshold stability across specificationssensitivity_threshold_stability
Convert scanpaths to process/sequence package contractsas_procdata_sequence as_seqhmm_data as_traminer_sequence sequence_interoperability
Extract session facet effectssession_facet_effects
Simulate advanced response-process datasimulate_advanced_process_data
Simulate observed dynamic-state transitionssimulate_dynamic_irtree_data
Run a catR adaptive-testing simulation without fallback substitutionsimulate_eyeprocess_catr
Simulate dichotomous IRT responses with optional local dependence and missingnesssimulate_eyeprocess_irt_binary
Simulate data from a model or registered model specificationsimulate_from_model
Simulate a hierarchical gaze-diffusion studysimulate_gaze_diffusion_data
Simulate from a registered multimodal IRT modelsimulate_irt_model
Simulate multimodal IRT process datasimulate_multimodal_irt
Simulate from the M2 response + RT + gaze generative modelsimulate_multimodal_m2
Simulate the M3 response + RT + gaze + pupil generative modelsimulate_multimodal_m3
Simulate M4 multimodal sequential measurement datasimulate_multimodal_m4
Simulate pre-registered presentation variants for reviewsimulate_presentation_variants
Simulate a simple process-aware CAT policysimulate_process_cat
Simulate a generic multimodal validation dataset with known truthsimulate_process_validation_data
Simulate a theory-defined strategy-mixture studysimulate_strategy_mixture_data
Run simulation-based calibrationsimulation_based_calibration
Compute a simulation-based calibration rank statisticsimulation_rank_statistic
Create or normalize a software-paper claim matrixsoftware_paper_claim_matrix
Compute descriptive evidence coveragesoftware_paper_coverage
Construct a software-paper evidence bundlesoftware_paper_evidence_bundle
Identify gaps in a software-paper evidence bundlesoftware_paper_gap_analysis
Descriptive software-paper readiness auditsoftware_paper_readiness
Summarise validation evidence for a software papersoftware_paper_validation_table
Fraction of planned specifications successfully evaluatedspecification_coverage
Prepare ordered specification-curve dataspecification_curve_data
Split-half reliability for a trial-level process measuresplit_half_process_reliability
Split a validation plan into independent chunkssplit_validation_plan
Return the transaction manifeststorage_transaction_manifest
Assess sensitivity to alternative AOI feature definitionsstrategy_aoi_sensitivity
Quantify strategy-classification uncertaintystrategy_classification_uncertainty
Diagnose label stability across multiple startsstrategy_label_switching_diagnostics
Posterior strategy probabilitiesstrategy_posterior_probabilities
Extract streaming score historystreaming_score_history
Stress test latent distributionstress_test_latent_distribution
Stress test local dependencestress_test_local_dependence
Stress test missingnessstress_test_missingness
Run a generic misspecification stress-test gridstress_test_misspecification
Stress test preprocessingstress_test_preprocessing
Stress-test an analysis under explicit synthetic corruptionsstress_test_process_pipeline
Stress test speedednessstress_test_speededness
Summarise stress-test metricsstress_test_summary
Identify the empirical stress frontier for a metricstress_tolerance_frontier
Define structural-zero and allowed transition masksstructural_transition_mask
Summarise benchmark timing and memory by problem sizesummarise_eye_benchmark
Summarise executed measurement-stress evidencesummarise_eyeprocess_stress_evidence
Summarise process negative controlssummarise_process_negative_controls
Summarise process sensitivity resultssummarise_process_sensitivity
Summarise a process-validation resultsummarise_process_validation
Summarise an acceptance matrixsummarise_validation_acceptance
Summarise parameter recoverysummarize_parameter_recovery
Summarize extracted process windowssummarize_process_windows
Summarize a validation bundle objectsummary.eye_validation_bundle
summary eye validation job plansummary.eye_validation_job_plan
Define synthetic measurement corruptions for stress testingsynthetic_corruption_plan
Define a theory-constrained strategy-mixture modeltheory_strategy_spec
Timestamp semantic-fidelity audittimestamp_fidelity_audit
Compute transition residual diagnosticstransition_residual_diagnostics
Update a partial person score with one new responseupdate_person_score
Upgrade a legacy eye datasetupgrade_eye_dataset
Upgrade a legacy eyeprocess modelupgrade_eyeprocess_model
Compare a validation result with a frozen referencevalidate_against_reference
Validate benchmark integrity and relational constraintsvalidate_benchmark_study
Validate BIDS eye-tracking semanticsvalidate_bids_eye_semantics
Validate a research decision manifestvalidate_decision_manifest
Validate an external-engine adapter contractvalidate_engine_adapter
Validate a governed eyeprocess pipelinevalidate_eye_pipeline
Validate a provenance graphvalidate_eye_prov_graph
Validate storage metadata and partition fingerprintsvalidate_eye_storage_metadata
Validate that an external IRT fit used the requested enginevalidate_eyeprocess_external_irt_fit
Validate an adaptive IRT item bankvalidate_eyeprocess_irt_item_bank
Validate an eyeprocess IRT model specificationvalidate_eyeprocess_irt_model_spec
Validate a joint process IRT specificationvalidate_eyeprocess_joint_process_irt_spec
Validate a validation-evidence planvalidate_eyeprocess_validation_plan
Validate feature availability against an analysis cutoffvalidate_feature_availability
Validate an integrated Gazepoint workflow resultvalidate_gazepoint_workflow
Minimal HED annotation audit for event tablesvalidate_hed_event_semantics
Validate a registered multimodal IRT modelvalidate_irt_model
Validate latent-space proximity against process similarityvalidate_latent_space_process_similarity
Validate a fitted model against the stable model contractvalidate_model_object
Validate a multimodal IRT development objectvalidate_multimodal_irt
Validate an M2 fit or simulationvalidate_multimodal_m2
Validate an M3 simulation or fitted four-channel modelvalidate_multimodal_m3
Validate M4 data, computation, state behavior, and evidencevalidate_multimodal_m4
Validate a process-measure registryvalidate_process_measure_registry
Validate a process-validation designvalidate_process_validation_design
Validate a process-window representationvalidate_process_windows
Validate strategy posteriors against an experimental manipulationvalidate_strategy_manipulation
Validate imported data against a vendor semantic contractvalidate_vendor_semantics
Validate vendor-specific timestamp semanticsvalidate_vendor_timestamp_semantics
Evaluate a table against named validation rulesvalidation_acceptance_matrix
Define a validation acceptance rulevalidation_acceptance_rule
Create a machine-readable validation manifestvalidation_bundle_manifest
Summarize prediction calibrationvalidation_calibration_summary
Return stable validation condition identifiersvalidation_condition_id
Rank validation conditions by a transparent robustness scorevalidation_condition_ranking
Interval-coverage tablevalidation_coverage_table
Detailed validation evidence levelsvalidation_evidence_levels
Create a model-by-evidence validation matrixvalidation_evidence_matrix
Failure profile for a validation programmevalidation_failure_profile
Summarize convergence and execution failuresvalidation_failure_summary
Classify common estimator failures without hiding the original messagevalidation_failure_taxonomy
Create a deterministic validation job planvalidation_job_plan
Build a measurement-to-generalization validation laddervalidation_ladder
Monte Carlo standard errors for validation metricsvalidation_mcse
Estimate Monte Carlo uncertainty for validation summariesvalidation_mcse_profile
Summarize parameter recoveryvalidation_recovery_summary
Parameter-recovery tablevalidation_recovery_table
Compute a replication budget from a target MCSEvalidation_replication_budget
Render a conservative validation reportvalidation_report
Overall validation robustness scorevalidation_robustness_score
Summarize validation runtime and checkpoint scalevalidation_runtime_summary
Summarize simulation-based calibration ranksvalidation_sbc_summary
Create a scenario manifest for frozen validation workvalidation_scenario_manifest
Allocate a deterministic validation seedvalidation_seed
Monte Carlo standard-error diagnostics for validation summariesvalidation_summary_mcse
Specify completion and scientific-promotion thresholdsvalidation_thresholds
Declare a vendor semantic schema contractvendor_schema_contract
Specify multi-vendor empirical validation requirementsvendor_validation_spec
Verify that a locked manifest has not changedverify_decision_manifest_lock
Verify a frozen validation atlasverify_eyeprocess_validation_atlas
Verify the integrity hash of a frozen evidence bundleverify_eyeprocess_validation_evidence
Verify an outcome-blind snapshot has not changedverify_outcome_blind_snapshot
Verify an internally stored fingerprint hashverify_reproducibility_fingerprint
Verify a reproducibility manifestverify_reproducibility_manifest
Build an item-to-visual-context registryvisual_context_registry
Write an advanced-model evidence reportwrite_advanced_model_evidence_report
Write API lifecycle registry to CSVwrite_api_lifecycle_registry
Write the benchmark data dictionarywrite_benchmark_data_dictionary
Write a decision manifestwrite_decision_manifest
Write a conservative pipeline reportwrite_eye_pipeline_report
Write an eye dataset to RDS or Arrow/Parquet storagewrite_eye_storage
Write an explicit `_targets.R` template from a governed pipelinewrite_eye_targets_template
Write a frozen evidence bundlewrite_eyeprocess_validation_evidence
Write a compact Markdown validation reportwrite_eyeprocess_validation_report
Write a reproducible Gazepoint workflow reportwrite_gazepoint_workflow_report
Write a model-promotion reportwrite_model_promotion_report
Write an eye dataset as atomic partitioned storagewrite_partitioned_eye_storage
Return Graphviz DOT for a provenance graphwrite_prov_dot
Write a reporting-guideline audit reportwrite_reporting_guideline_report
Write a reproducibility fingerprintwrite_reproducibility_fingerprint
Write a human-readable software-paper evidence reportwrite_software_paper_evidence
Write a complete software-paper reproduction scaffoldwrite_software_paper_reproduction
Write a methodological software-paper scaffoldwrite_software_paper_scaffold
Write a machine-readable validation manifestwrite_validation_job_manifest
Write a validation release reportwrite_validation_release_report
Write a validation report to diskwrite_validation_report
Write a validation scenario manifestwrite_validation_scenario_manifest
Write a vendor case evidence reportwrite_vendor_case_report
Write the multi-vendor case registrywrite_vendor_registry
Write a multi-vendor validation reportwrite_vendor_validation_report