Package: regressinator 0.2.1

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_0.2.1.tar.gz
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regressinator_0.2.1.tgz(r-4.4-any)regressinator_0.2.1.tgz(r-4.3-any)
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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

6.22 score 4 stars 23 scripts 244 downloads 21 exports 112 dependencies

Last updated 1 months agofrom:88fdaf144e. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 11 2024
R-4.5-winOKNov 11 2024
R-4.5-linuxOKNov 11 2024
R-4.4-winOKNov 11 2024
R-4.4-macOKNov 11 2024
R-4.3-winOKNov 11 2024
R-4.3-macOKNov 11 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 Nov 11 2024.

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

Diagnostics for other GLMs

Rendered fromother-glm-diagnostics.Rmdusingknitr::rmarkdownon Nov 11 2024.

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

Linear regression diagnostics

Rendered fromlinear-regression-diagnostics.Rmdusingknitr::rmarkdownon Nov 11 2024.

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

Logistic regression diagnostics

Rendered fromlogistic-regression-diagnostics.Rmdusingknitr::rmarkdownon Nov 11 2024.

Last update: 2024-10-03
Started: 2022-08-05