Package: nptest 1.2
Nathaniel E. Helwig
nptest: Nonparametric Bootstrap and Permutation Tests
Robust nonparametric bootstrap and permutation tests for goodness of fit, distribution equivalence, location, correlation, and regression problems, as described in Helwig (2019a) <doi:10.1002/wics.1457> and Helwig (2019b) <doi:10.1016/j.neuroimage.2019.116030>. Univariate and multivariate tests are supported. For each problem, exact tests and Monte Carlo approximations are available. Five different nonparametric bootstrap confidence intervals are implemented. Parallel computing is implemented via the 'parallel' package.
Authors:
nptest_1.2.tar.gz
nptest_1.2.zip(r-4.7-any)nptest_1.2.zip(r-4.6-any)
nptest_1.2.tar.gz(r-4.7-any)nptest_1.2.tar.gz(r-4.6-any)
nptest_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
nptest/json (API)
| # Install 'nptest' in R: |
| install.packages('nptest', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:4374b261f2. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 168 | ||
| source / vignettes | OK | 145 | ||
| linux-release | OK | 139 | ||
| windows-devel | OK | 75 | ||
| windows-release | OK | 87 | ||
| wasm-release | OK | 113 |
Exports:flipnmcsenp.aov.testnp.bootnp.cdf.testnp.cor.testnp.lm.testnp.loc.testnp.reg.testnptestStartupMessagepermnplot.np.aov.testplot.np.cdf.testplot.np.cor.testplot.np.lm.testplot.np.loc.testplot.np.reg.testprint.mcseprint.np.aov.testprint.np.bootprint.np.cdf.testprint.np.cor.testprint.np.lm.testprint.np.loc.testprint.np.reg.testpsdinvrand.test.aov1rand.test.aov2rand.test.cdf1rand.test.cdf2rand.test.corrand.test.lm0rand.test.lm1rand.test.lm2rand.test.onerand.test.twoTperm.aov1Tperm.aov1.mvTperm.aov2Tperm.aov2.mvTperm.cdf1Tperm.cdf1.mvTperm.cdf2Tperm.cdf2.mvTperm.corTperm.lm0Tperm.lm1Tperm.lm1.mvTperm.lm2Tperm.lm2.mvTperm.oneTperm.one.mvTperm.twoTperm.two.mvTstat.aov1Tstat.aov1.mvTstat.aov2Tstat.aov2.mvTstat.cdf1Tstat.cdf1.mvTstat.cdf2Tstat.cdf2.mvTstat.corTstat.lm0Tstat.lm1Tstat.lm1.mvTstat.lm2Tstat.lm2.mvTstat.oneTstat.one.mvTstat.twoTstat.two.mv
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate All Sign-Flips of n Elements | flipn |
| Monte Carlo Standard Errors for Tests | mcse |
| Nonparametric One-Way and RM ANOVA Tests | np.aov.test |
| Nonparametric Bootstrap Resampling | np.boot |
| Nonparametric Distribution Tests | np.cdf.test |
| Nonparametric Tests of Correlation Coefficients | np.cor.test |
| Nonparametric Tests of Linear Model Terms | np.lm.test |
| Nonparametric Tests of Location Parameters | np.loc.test |
| Nonparametric Tests of Regression Coefficients | np.reg.test |
| Generate All Permutations of n Elements | permn |
| Plots Permutation Distribution for Nonparametric Tests | plot plot.np.aov.test plot.np.cdf.test plot.np.cor.test plot.np.lm.test plot.np.loc.test plot.np.reg.test |
| Startup Message for nptest | nptestStartupMessage StartupMessage |