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) 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.


Reference manual

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install.packages("nptest")

1.2 by Nathaniel E. Helwig, 8 months ago


Browse source code at https://github.com/cran/nptest


Authors: Nathaniel E. Helwig [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license



Imported by negligible, resilience.


See at CRAN