Package: RESI 1.5.1.9001

Simon Vandekar

RESI: Robust Effect Size Index (RESI) Estimation

Summarize model output using a robust effect size index. The index is introduced in Vandekar, Tao, & Blume (2020, <doi:10.1007/s11336-020-09698-2>). Software paper available at <doi:10.18637/jss.v112.i03>.

Authors:Megan Jones [aut], Kaidi Kang [aut], Simon Vandekar [aut, cre], Gina Yu [ctb], Xinyu Zhang [ctb]

RESI_1.5.1.9001.tar.gz
RESI_1.5.1.9001.zip(r-4.7-any)RESI_1.5.1.9001.zip(r-4.6-any)RESI_1.5.1.9001.zip(r-4.5-any)
RESI_1.5.1.9001.tgz(r-4.6-any)RESI_1.5.1.9001.tgz(r-4.5-any)
RESI_1.5.1.9001.tar.gz(r-4.7-any)RESI_1.5.1.9001.tar.gz(r-4.6-any)
RESI_1.5.1.9001.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RESI/json (API)

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

Bug tracker:https://github.com/statimagcoll/resi/issues

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

Datasets:

On CRAN:

Conda:

4.69 score 1 stars 27 scripts 410 downloads 23 exports 72 dependencies

Last updated from:b11560ad28. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK330
source / vignettesOK288
linux-releaseOK325
macos-releaseOK341
macos-oldrelOK360
windows-develOK280
windows-releaseOK267
windows-oldrelOK221
wasm-releaseOK139

Exports:chisq2Sd2Sf2Sfsq2SinsurancePlasmodeSimomnibusresiresi_peresi_pe_asymptoticRsq2SS2chisqS2dS2fsqS2RsqS2zsimCalibrationFiguressimCalibrationSimsimCompareMethodsFiguressimEstimatorFiguressimFiguressimRecomputeSummaryt2Sz2S

Dependencies:abindaodbackportsbootbroomcarcarDatacliclubSandwichcolorspaceCompQuadFormcowplotcpp11DerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo

Readme and manuals

Help Manual

Help pageTopics
Anova method for resi objectsanova.resi
Compute the robust effect size index estimate from chi-squared statistic.chisq2S
Covert Cohen's _d_ to |S|d2S
Depression Treatment Datadepression
Compute the robust effect size index estimate from F-statisticf2S
Covert Cohen's _f_^2 to Sfsq2S
Plotting RESI Estimates and CIsggplot.resi
US Health Insurance Datainsurance
Insurance Plasmode Simulation for RESI EvaluationinsurancePlasmodeSim
Omnibus (Overall) Wald Test for resi objectsomnibus
Plotting RESI Estimates and CIsplot.resi
Robust Effect Size Index (RESI) point and interval estimation for modelsresi resi.coxph resi.default resi.gee resi.geeglm resi.glm resi.glmgee resi.glmmTMB resi.glmrob resi.hurdle resi.lm resi.lme resi.lmerMod resi.lmrob resi.nls resi.survreg resi.zeroinfl
Robust Effect Size Index (RESI) Point Estimationresi_pe resi_pe.coxph resi_pe.default resi_pe.emmGrid resi_pe.gee resi_pe.geeglm resi_pe.glm resi_pe.glmgee resi_pe.glmmTMB resi_pe.glmrob resi_pe.hurdle resi_pe.lm resi_pe.lme resi_pe.lmerMod resi_pe.lmrob resi_pe.nls resi_pe.survreg resi_pe.zeroinfl
Robust Effect Size Index with Asymptotic Confidence Intervalsresi_pe_asymptotic
Covert R^2 to SRsq2S
Convert non-zero S to Chi-square statisticS2chisq
Convert S to Cohen's dS2d
Covert S to Cohen's _f_^2S2fsq
Covert S to R^2S2Rsq
Convert RESI (S) estimate to Z statisticS2z
Calibration Figures for RESI Variance EstimatessimCalibrationFigures
Asymptotic Calibration Check for RESI Variance EstimatessimCalibrationSim
Per-Term CI Method Comparison FiguressimCompareMethodsFigures
Estimator Comparison Figures: t2S/f2S vs z2S/chisq2SsimEstimatorFigures
Simulation Performance Figures for RESI EvaluationsimFigures
Recompute Summary Table from Raw Simulation OutputsimRecomputeSummary
Summary method for resi objectssummary.resi
Compute the robust effect size index estimate from t statistic (default)t2S
Compute the robust effect size index estimate from Z statisticz2S