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nptest (version 1.1)

Nonparametric Bootstrap and Permutation Tests

Description

Robust nonparametric bootstrap and permutation tests for location, correlation, and regression problems, as described in Helwig (2019a) and Helwig (2019b) . 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.

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Version

Install

install.packages('nptest')

Monthly Downloads

537

Version

1.1

License

GPL (>= 2)

Maintainer

Nathaniel Helwig

Last Published

April 14th, 2023

Functions in nptest (1.1)

nptest-internal

Internal 'nptest' Functions
StartupMessage

Startup Message for nptest
np.loc.test

Nonparametric Tests of Location Parameters
permn

Generate All Permutations of n Elements
flipn

Generate All Sign-Flips of n Elements
mcse

Monte Carlo Standard Errors for Tests
nptest-package

tools:::Rd_package_title("nptest")
np.reg.test

Nonparametric Tests of Regression Coefficients
np.boot

Nonparametric Bootstrap Resampling
np.cor.test

Nonparametric Tests of Correlation Coefficients
plot

Plots Permutation Distribution for Nonparametric Tests