Package: nptest 1.1
Nathaniel E. Helwig
nptest: Nonparametric Bootstrap and Permutation Tests
Robust nonparametric bootstrap and permutation tests for 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_1.1.tar.gz
nptest_1.1.tar.gz(r-4.5-noble)nptest_1.1.tar.gz(r-4.4-noble)
nptest_1.1.tgz(r-4.4-emscripten)nptest_1.1.tgz(r-4.3-emscripten)
nptest.pdf |nptest.html✨
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 1 years agofrom:f471e4e4ac. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 05 2024 |
| R-4.5-linux | NOTE | Sep 05 2024 |
Exports:flipnmcsenp.bootnp.cor.testnp.loc.testnp.reg.testnptestStartupMessagepermnplot.np.cor.testplot.np.loc.testplot.np.reg.testprint.mcseprint.np.bootprint.np.cor.testprint.np.loc.testprint.np.reg.testpsdinvrand.test.corrand.test.lm1rand.test.lm2rand.test.onerand.test.twoTperm.corTperm.lm1Tperm.lm1.mvTperm.lm2Tperm.lm2.mvTperm.oneTperm.one.mvTperm.twoTperm.two.mvTstat.corTstat.lm1Tstat.lm1.mvTstat.lm2Tstat.lm2.mvTstat.oneTstat.one.mvTstat.twoTstat.two.mv
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Nonparametric Bootstrap and Permutation Tests | nptest-package nptest |
| Generate All Sign-Flips of n Elements | flipn |
| Monte Carlo Standard Errors for Tests | mcse |
| Nonparametric Bootstrap Resampling | np.boot |
| Nonparametric Tests of Correlation Coefficients | np.cor.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.cor.test plot.np.loc.test plot.np.reg.test |
| Startup Message for nptest | nptestStartupMessage StartupMessage |