Learn R Programming

⚠️There's a newer version (1.18) of this package.Take me there.

NSM3 (version 1.1)

An R package to accompany Hollander, Wolfe, and Chicken - Nonparametric Statistical Methods, Third Edition

Description

This package was designed to replace the tables which were in the back of the first two editions of Hollander and Wolfe - Nonparametric Statistical Methods. Exact procedures are performed when computationally possible. Monte Carlo and Asymptotic procedures are performed otherwise. For those procedures included in the base packages, our code simply provides a wrapper to standardize the output with the other procedures in the package.

Copy Link

Version

Install

install.packages('NSM3')

Monthly Downloads

1,683

Version

1.1

License

GPL-2

Maintainer

Grant Schneider

Last Published

November 12th, 2013

Functions in NSM3 (1.1)

Randles-Fligner-Policello-Wolfe

Function to compute the upper tail probability of the maximum of k N(0,1) random variables with common correlation for a given cutoff.

Function to compute the P-value for the observed Mack-Wolfe Peak Known A_p distribution.

Dwass, Steel, Critchlow, Fligner

Combinations of the first n integers in k groups

Hayter-Sone LSA

klefsjo.ifra.mc

Function to compute the Monte Carlo P-value for the observed Klefsjo's B* statistic.

Computes a critical value for the Lepage D distribution.

Computes a critical value for the Dwass, Steel, Critchlow-Fligner W distribution.

Computes a critical value for the Mack-Wolfe Peak Known A_p distribution.

Hollander Bivariate Symmetry

Function to compute Hoeffding's D statistic for small sample sizes.

This package implements nonparametric functions to accompany Hollander, Wolfe, and Chicken - Nonparametric Statistical Methods 3rd edition.

Computes a critical value for the Hayter-Stone W* asymptotic distribution.

Computes a critical value for the Fligner-Policello U distribution.

Function to compute a critical value for the Nemenyi, Damico-Wolfe Y distribution.

Kolmogorov's Confidence Band

Hollander-Proschan

Computes a critical value for the Hayter-Stone W* distribution.

Computes the upper bound for the null correlation between two overlapping signed rank statistics.

Ranked-Set Sample

Function to compute the P-value for the observed Jonckheere-Terpstra J statistic.

Function to produce a confidence interval for Kendall's tau.

Miller Jackknife

Quantile function for the asymptotic distribution of the Kolmogorov-Smirnov J* statistic.

Guess-Hollander-Proschan

Computes a critical value for the Mack-Wolfe Peak Unknown A_p-hat distribution.

Computes a critical value for the Mack-Skillings MS distribution.

Function to compute a critical value for the Ansari-Bradley C distribution.

Function to test for parallel lines.

Susarla-van Ryzin

Fitting Median-Based Linear Models (from 'mblm' oackage)

Nemenyi, Damico-Wolfe

Function to perform Zelen's test.

Ordered Walsh Averages

Hollander Bivariate Symmetry

Quantile function for the range of k independent N(0,1) random variables.

Quantile function for the maximum of k N(0,1) random variables with common correlation rho.

Function to compute the Monte Carlo P-value for the observed Hollander-Proschan T statistic.

Mean Residual Life

Possible arrangements by row a matrix, where NA values are ignored

Campbell-Hollander

Function to copute the P-value for the observed Kolmogorov-Smirnov J statistic.

Methods to control displayed output of NSM3 tests.

Nemenyi, Wilcoxon-Wilcox, Miller

Computes a critical value for the Jonckheere-Terpstra J distribution.

Computes a critical value for the Nemenyi, Wilcoxon-Wilcox, Miller R* distribution.

Hollander Bivariate Symmetry

Hollander-Proschan T*

Computes a critical value for the Kruskal-Wallis H distribution.

Function to compute the P-value for the observed Bohn-Wolfe U statistic.

Durbin, Skillings-Mack

Computes a critical value for the Skillings-Mack SM distribution.

Computes a critical value for the Wilcoxon, Nemenyi, McDonald-Thompson R distribution.

Function to compute the upper-tail probability of the range of k independent N(0,1) random variables for a given cutoff.

Mack-Wolfe Peak Unknown

Function to compute a critical value for the Page L distribution.

Computes a critical value for the Durbin, Skillings-Mack D distribution.

pPairedWilcoxon

Paired Wilcoxon

Possible arrangements by row for a matrix

Function to compute a critical value for the Bohn-Wolfe U distribution.

Fligner-Policello

Function to estimate and perform tests on the slope and intercept of a simple linear model.

Function to compute the Monte Carlo P-value for the observed Epstein E statistic

Computes a critical value for the Friedman, Kendall-Babington Smith S distribution.

Wilcoxon, Nemenyi, McDonald-Thompson

Function to compute the Monte Carlo P-value for the observed Klefsjo's A* statistic.

Function to compute the P-value for the observed Ansari-Bradley C statistic.

Computes a critical value for the Kolmogorov-Smirnov J distribution.

Ferguson's Estimator

Function to compute the P-value for the observed Friedman, Kendall-Babington Smith S statistic.