Nonparametric Statistical Methods

Accompanies the book "Nonparametric Statistical Methods Using R, 2nd Edition" by Kloke and McKean (2024, ISBN:9780367651350). Includes methods, datasets, and random number generation useful for the study of robust and/or nonparametric statistics. Emphasizes classical nonparametric methods for a variety of designs --- especially one-sample and two-sample problems. Includes methods for general scores, including estimation and testing for the two-sample location problem as well as Hogg's adaptive method.

Accompanies the book Nonparametric Statistical Methods Using R, Second Edition by Kloke and McKean. Includes methods, datasets, and random number generation useful for the study of robust and/or nonparametric statistics.

Installation

• npsm may be installed from
  • CRAN e.g., `install.packages('npsm')
  • github e.g. install_github('kloke/npsm')
    • requires devtools or remotes

Note: The github versions may represent developmental versions.

• If using in conjunction with a read of or course based off of the book mentioned above, then it would be recommended for most to install all dependencies, up to and including, Suggests.

Fine Print

As with R itself, npsm is free software and comes with ABSOLUTELY NO WARRANTY.