Package: ipd 0.1.2
Stephen Salerno
ipd: Inference on Predicted Data
Performs valid statistical inference on predicted data (IPD) using recent methods, where for a subset of the data, the outcomes have been predicted by an algorithm. Provides a wrapper function with specified defaults for the type of model and method to be used for estimation and inference. Further provides methods for tidying and summarizing results. Salerno et al., (2024) <doi:10.48550/arXiv.2410.09665>.
Authors:
ipd_0.1.2.tar.gz
ipd_0.1.2.tar.gz(r-4.5-noble)ipd_0.1.2.tar.gz(r-4.4-noble)
ipd_0.1.2.tgz(r-4.4-emscripten)ipd_0.1.2.tgz(r-4.3-emscripten)
ipd.pdf |ipd.html✨
ipd/json (API)
# Install 'ipd' in R: |
install.packages('ipd', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ipd-tools/ipd/issues
Last updated 5 days agofrom:6e9574c53a. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 25 2024 |
R-4.5-linux | OK | Oct 25 2024 |
Exports:Aaugmentcalc_lhat_glmcompute_cdfcompute_cdf_diffest_iniglanceipdlink_gradlink_Hessianlog1pexplogistic_get_statsmean_psimean_psi_popolsols_get_statsoptim_estoptim_weightspostpi_analytic_olspostpi_boot_logisticpostpi_boot_olsppi_logisticppi_meanppi_olsppi_plusplus_logisticppi_plusplus_logistic_estppi_plusplus_meanppi_plusplus_mean_estppi_plusplus_olsppi_plusplus_ols_estppi_plusplus_quantileppi_plusplus_quantile_estppi_quantilepsipspa_logisticpspa_meanpspa_olspspa_poissonpspa_quantilepspa_yrectified_cdfrectified_p_valueSigma_calsim_data_ysimdattidywlszconfint_genericzstat_generic
Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygamgenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrangerRColorBrewerRcppRcppEigenrecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr