Package: edina 0.1.1

James Joseph Balamuta

edina: Bayesian Estimation of an Exploratory Deterministic Input, Noisy and Gate Model

Perform a Bayesian estimation of the exploratory deterministic input, noisy and gate (EDINA) cognitive diagnostic model described by Chen et al. (2018) <doi:10.1007/s11336-017-9579-4>.

Authors:James Joseph Balamuta [aut, cre, cph], Steven Andrew Culpepper [aut, cph], Jeffrey A. Douglas [aut]

edina_0.1.1.tar.gz
edina_0.1.1.tar.gz(r-4.5-noble)edina_0.1.1.tar.gz(r-4.4-noble)
edina_0.1.1.tgz(r-4.4-emscripten)edina_0.1.1.tgz(r-4.3-emscripten)
edina.pdf |edina.html✨
edina/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/tmsalab/edina/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3

1.70 score 1 scripts 239 downloads 1 mentions 12 exports 36 dependencies

Last updated 5 years agofrom:90e721689f. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 13 2024
R-4.5-linux-x86_64NOTENov 13 2024

Exports:as_q_matrixauto_edinaautoplotbest_modelDICedinaextract_q_matrixmodel_selection_graphparameter_evolution_graphPPPq_graphq_matrix

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandjjblabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rgenrlangscalesstringistringrtibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Coerce 'data.frame' and 'matrix' classes to Q Matrix.as_q_matrix as_q_matrix.data.frame as_q_matrix.default as_q_matrix.matrix
Auto EDINA model selection routineauto_edina
Graph the Auto EDINA Objectautoplot.auto_edina
Extract the Best Modelbest_model best_model.auto_edina
Bayesian Information Criterion (BIC)BIC.edina
Deviance Information Criterion (DIC)DIC DIC.edina
EDINA Estimation Routineedina
Extract Q Matrixextract_q_matrix extract_q_matrix.default extract_q_matrix.edina extract_q_matrix.q_matrix
View Model Selection Statistics Across Modelsmodel_selection_graph
View Slipping and Guessing Parameter Changes Across Modelsparameter_evolution_graph
Posterior Predictive Probabilities (PPPs)PPP PPP.edina
Print method for 'auto_edina'print.auto_edina
Printing out the EDINA Objectprint.edina
Printing out a Q Matrix Objectprint.q_matrix
Print the 'auto_edina' model summaryprint.summary_auto_edina
Printing out the Summary EDINA Objectprint.summary_edina
Graph Q Matrixq_graph q_graph.auto_edina q_graph.edina q_graph.matrix q_graph.q_matrix
Create a Q Matrix Objectq_matrix
Summarize 'auto_edina' model datasummary.auto_edina
Summarize the EDINA Objectsummary.edina