Package: npboottprmFBar 0.2.0.9000

npboottprmFBar: Informative Nonparametric Bootstrap Test with Pooled Resampling

Sample sizes are often small due to hard to reach target populations, rare target events, time constraints, limited budgets, or ethical considerations. Two statistical methods with promising performance in small samples are the nonparametric bootstrap test with pooled resampling method, which is the focus of Dwivedi, Mallawaarachchi, and Alvarado (2017) <doi:10.1002/sim.7263>, and informative hypothesis testing, which is implemented in the 'restriktor' package. The 'npboottprmFBar' package uses the nonparametric bootstrap test with pooled resampling method to implement informative hypothesis testing. The bootFbar() function can be used to analyze data with this method and the persimon() function can be used to conduct performance simulations on type-one error and statistical power.

Authors:Mackson Ncube [aut, cre], mightymetrika, LLC [cph, fnd]

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npboottprmFBar/json (API)

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

Peer review:

Bug tracker:https://github.com/mightymetrika/npboottprmfbar/issues

On CRAN:

3.40 score 5 scripts 274 downloads 3 exports 156 dependencies

Last updated 2 months agofrom:b793076758. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 11 2024
R-4.5-winOKOct 11 2024
R-4.5-linuxOKOct 11 2024
R-4.4-winOKOct 11 2024
R-4.4-macOKOct 11 2024
R-4.3-winOKOct 11 2024
R-4.3-macOKOct 11 2024

Exports:bootFbarpersimonpersimon_app

Dependencies:arrangementsbackportsbase64encbitbit64blobbootbroombslibcachemclicliprcodetoolscolorspacecommonmarkcpp11crayoncrosstalkcvarDBIdigestdplyrDTevaluateexactRankTestsfansifarverfastICAfastmapfBasicsfGarchfontawesomeforcatsforeachfsfuturefuture.applygbutilsgenericsggplot2glmnetglobalsgluegmmgmpgridExtragssgtablehavenhighrhmshtmltoolshtmlwidgetshttpuvisobanditeratorsjomojquerylibjsonliteknitrlabelinglaterlatticelavaanlazyevallifecyclelistenvlme4lmPermlubridatemagrittrMASSMatrixMatrixModelsmemoisemgcvmicemiceaddsmimeminqamitmlmitoolsMKdescrMKinfermmintsmnormtmunsellmvtnormnlmenloptrnnetnormnpboottprmnumDerivordinalpanparallellypbivnormpillarpkgconfigplogrpoolprettyunitsprogressprogressrpromisespurrrquadprogquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrrestriktorrlangrmarkdownrpartRPostgressandwichsassscalesshapeshinyshinythemessnsourcetoolsSparseMspatialstablediststringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetimeSeriestinytextmvtnormtzdbucminfutf8vctrsviridisLitevroomwithrxfunxtableyamlzoo