Package: regressinator 0.2.0

regressinator: Simulate and Diagnose (Generalized) Linear Models

Simulate samples from populations with known covariate distributions, generate response variables according to common linear and generalized linear model families, draw from sampling distributions of regression estimates, and perform visual inference on diagnostics from model fits.

Authors:Alex Reinhart [aut, cre]

regressinator_0.2.0.tar.gz
regressinator_0.2.0.zip(r-4.5)regressinator_0.2.0.zip(r-4.4)regressinator_0.2.0.zip(r-4.3)
regressinator_0.2.0.tgz(r-4.4-any)regressinator_0.2.0.tgz(r-4.3-any)
regressinator_0.2.0.tar.gz(r-4.5-noble)regressinator_0.2.0.tar.gz(r-4.4-noble)
regressinator_0.2.0.tgz(r-4.4-emscripten)regressinator_0.2.0.tgz(r-4.3-emscripten)
regressinator.pdf |regressinator.html
regressinator/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/capnrefsmmat/regressinator/issues

On CRAN:

statistics

21 exports 3 stars 1.71 score 112 dependencies 23 scripts 308 downloads

Last updated 13 days agofrom:6adb0d2d33. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 04 2024
R-4.5-winOKSep 04 2024
R-4.5-linuxOKSep 04 2024
R-4.4-winOKSep 04 2024
R-4.4-macOKSep 04 2024
R-4.3-winOKSep 04 2024
R-4.3-macOKSep 04 2024

Exports:augment_longeraugment_quantileaugment_quantile_longerbin_by_intervalbin_by_quantilebinned_residualsby_levelcustom_familydecryptempirical_linkmodel_lineupols_with_errorparametric_boot_distributionpartial_residualspopulationpredictorresponserfactorsample_xsample_ysampling_distribution

Dependencies:apeaskpassbackportsbase64encbootbroombslibcachemclasscliclustercodetoolscolorspacecommonmarkcpp11crayoncrosstalkcurldata.tableDEoptimRDHARMadigestdiptestdoParalleldplyrevaluatefansifarverfastmapflexmixfontawesomeforeachfpcfsgapgap.datasetsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttpuvhttrinsightisobanditeratorsjquerylibjsonlitekernlabknitrlabelinglaterlatticelazyevallifecyclelme4lmtestmagrittrMASSMatrixmclustmemoisemgcvmimeminqamodeltoolsmomentsmunsellnlmenloptrnnetnullaboropensslpillarpkgconfigplotlyplyrprabcluspromisespurrrqgamR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackrlangrmarkdownrobustbasesassscalesshinysourcetoolsstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyamlzoo

An introduction to the regressinator

Rendered fromregressinator.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-08-09
Started: 2022-07-29

Diagnostics for other GLMs

Rendered fromother-glm-diagnostics.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-08-13
Started: 2023-05-02

Linear regression diagnostics

Rendered fromlinear-regression-diagnostics.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-08-09
Started: 2022-08-05

Logistic regression diagnostics

Rendered fromlogistic-regression-diagnostics.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-08-13
Started: 2022-08-05