Package: LearnNonparam 1.3.0

LearnNonparam: 'R6'-Based Flexible Framework for Permutation Tests

Implements non-parametric tests from Higgins (2004, ISBN:0534387756), including tests for one sample, two samples, k samples, paired comparisons, blocked designs, trends and association. Built with 'Rcpp' for efficiency and 'R6' for flexible, object-oriented design, the package provides a unified framework for performing or creating custom permutation tests.

Authors:Yan Du [aut, cre]

LearnNonparam_1.3.0.tar.gz
LearnNonparam_1.3.0.zip(r-4.7)LearnNonparam_1.3.0.zip(r-4.6)LearnNonparam_1.3.0.zip(r-4.5)
LearnNonparam_1.3.0.tgz(r-4.6-x86_64)LearnNonparam_1.3.0.tgz(r-4.6-arm64)LearnNonparam_1.3.0.tgz(r-4.5-x86_64)LearnNonparam_1.3.0.tgz(r-4.5-arm64)
LearnNonparam_1.3.0.tar.gz(r-4.7-arm64)LearnNonparam_1.3.0.tar.gz(r-4.7-x86_64)LearnNonparam_1.3.0.tar.gz(r-4.6-arm64)LearnNonparam_1.3.0.tar.gz(r-4.6-x86_64)
LearnNonparam_1.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
LearnNonparam/json (API)
NEWS

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

Bug tracker:https://github.com/qddyy/learnnonparam/issues

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

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

hypothesis-testnonparametric-statisticspermutation-testcpp

4.87 score 7 stars 3 scripts 187 downloads 26 exports 2 dependencies

Last updated from:e6b58e5156. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK154
linux-devel-x86_64OK152
source / vignettesOK175
linux-release-arm64OK146
linux-release-x86_64OK140
macos-release-arm64OK188
macos-release-x86_64OK224
macos-oldrel-arm64OK233
macos-oldrel-x86_64OK270
windows-develOK159
windows-releaseOK138
windows-oldrelOK119
wasm-releaseOK99

Exports:AndersonDarlingAnsariBradleyCDFChiSquareContingencyTableTestCorrelationCramerVonMisesdefine_pmtDifferenceFriedmanJonckheereTerpstraKolmogorovSmirnovKruskalWallisKuiperOneWayPagePairedDifferencepmtpmtsQuantileRatioMeanDevianceRCBDOneWaySiegelTukeySignStudentizedWilcoxon

Dependencies:R6Rcpp

Readme and manuals

Help Manual

Help pageTopics
Two-Sample Anderson-Darling TestAndersonDarling distribution.ad
Ansari-Bradley TestAnsariBradley twosample.ansari
Inference on Cumulative Distribution FunctionCDF onesample.cdf
Chi-Square Test on Contingency TableChiSquare table.chisq
ContingencyTableTest Classclass.table ContingencyTableTest
Test for Association Between Paired Samplesassociation.corr Correlation
Two-Sample Cramer-Von Mises TestCramerVonMises distribution.cvm
Two-Sample Test Based on Mean or MedianDifference twosample.difference
Friedman TestFriedman rcbd.friedman
Jonckheere-Terpstra TestJonckheereTerpstra ksample.jt
Two-Sample Kolmogorov-Smirnov Testdistribution.ks KolmogorovSmirnov
Kruskal-Wallis TestKruskalWallis ksample.kw
KSampleTest Classclass.ksample KSampleTest
Two-Sample Kuiper Testdistribution.kuiper Kuiper
MultipleComparison Classclass.multcomp MultipleComparison
OneSampleTest Classclass.onesample OneSampleTest
One-Way Test for Equal Meansksample.oneway OneWay
Page TestPage rcbd.page
Paired Comparison Based on Differencespaired.difference PairedDifference
PermuTest Classclass.pmt PermuTest
Syntactic Sugar for Object Constructiondefine_pmt pmt pmts
Quantile Testonesample.quantile Quantile
Ratio Mean Deviance TestRatioMeanDeviance twosample.rmd
One-Way Test for Equal Means in RCBDrcbd.oneway RCBDOneWay
RCBDTest Classclass.rcbd RCBDTest
Siegel-Tukey TestSiegelTukey twosample.siegel
Two-Sample Sign Testpaired.sign Sign
Multiple Comparison Based on Studentized Statisticmultcomp.studentized Studentized
Sodium ContentsTable1.1.1
Cycles Until FailureTable1.2.1
Test ScoresTable2.1.1
Runoff MinutesTable2.3.1
Hours Until RechargeTable2.6.1
Cerium AmountsTable2.6.2
Ounces Of BeverageTable2.8.1
Normal SamplesTable3.1.2
Logarithms of Bacteria CountsTable3.2.2
Saltiness ScoresTable3.2.3
Percentages of ClayTable3.3.1
Phosphorus ContentsTable3.4.1
Caloric IntakeTable4.1.1
Cholesterol ReductionTable4.1.3
Yield DataTable4.4.3
Randomized Complete Block with TiesTable4.5.3
Heterophils and LymphocytesTable5.1.2
Scores of ProjectsTable5.2.2
Satisfaction with Pain-Relief TreatmentTable5.4.2
TwoSampleAssociationTest Classclass.association TwoSampleAssociationTest
TwoSampleDistributionTest Classclass.distribution TwoSampleDistributionTest
TwoSampleLocationTest Classclass.twosample.location TwoSampleLocationTest
TwoSamplePairedTest Classclass.paired TwoSamplePairedTest
TwoSampleTest Classclass.twosample TwoSampleTest
Two-Sample Wilcoxon Testtwosample.wilcoxon Wilcoxon