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NSM3 (version 1.11)

Functions and Datasets to Accompany Hollander, Wolfe, and Chicken - Nonparametric Statistical Methods, Third Edition

Description

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.

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Version

Install

install.packages('NSM3')

Monthly Downloads

1,683

Version

1.11

License

GPL-2

Maintainer

Grant Schneider

Last Published

February 25th, 2018

Functions in NSM3 (1.11)

owa

Ordered Walsh Averages
pFrd

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

Hayter-Stone
pLepage

Lepage
pMackSkil

Mack-Skillings
pUmbrPK

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

Mack-Wolfe Peak Unknown
CorrUpperBound

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

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

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

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

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

Klefsjo's IFRA
multCh7

Possible arrangements by row for a matrix
multCh7SM

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

Hollander Bivariate Symmetry
pJCK

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

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

Nemenyi, Damico-Wolfe
cBohnWolfe

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

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

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

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

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

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

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

Klefsjo's IFR
klefsjo.ifra.mc

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

Kolmogorov
pDurSkiMa

Durbin, Skillings-Mack
pFligPoli

Fligner-Policello
pNWWM

Nemenyi, Wilcoxon-Wilcox, Miller
pPage

Page
pSDCFlig

Dwass, Steel, Critchlow, Fligner
pSkilMack

Skillings-Mack
sen.adichie

Function to test for parallel lines.
svr.df

Susarla-van Ryzin
HollBivSym

Hollander Bivariate Symmetry
MillerJack

Miller Jackknife
cHaySton

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

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

Hollander Bivariate Symmetry
cJCK

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

Computes a critical value for the Lepage D distribution.
cMackSkil

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

Epstein
ferg.df

Ferguson's Estimator
nb.mc

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

Combinations of the first n integers in k groups
newbet

Hollander-Proschan T*
cUmbrPU

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

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

Hayter-Sone LSA
cWNMT

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

Dataset
e.mc

Function to compute the Monte Carlo P-value for the observed Epstein E statistic
ecdf.ks.CI

Kolmogorov's Confidence Band
pHoeff

Hoeffding's D
pWNMT

Wilcoxon, Nemenyi, McDonald-Thompson
theil

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

Guess-Hollander-Proschan
RSS

Ranked-Set Sample
cAnsBrad

Function to compute a critical value for the Ansari-Bradley C distribution.
print.NSM3Ch5p

Methods to control displayed output of NSM3 tests.
pAnsBrad

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

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

Function to compute the P-value for the observed Bohn-Wolfe U statistic.
NSM3-package

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

Randles-Fligner-Policello-Wolfe
cFrd

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

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

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

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

Paired Wilcoxon
cNWWM

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

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

Mean Residual Life
cPage

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

Campbell-Hollander
dmrl.mc

Hollander-Proschan
pKolSmirn

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

Kruskal-Wallis
zelen.test

Function to perform Zelen's test.