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NSM3 (version 1.15)

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

3,498

Version

1.15

License

GPL-2

Maintainer

Grant Schneider

Last Published

August 31st, 2020

Functions in NSM3 (1.15)

CorrUpperBound

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

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

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

Hollander Bivariate Symmetry
RSS

Ranked-Set Sample
cBohnWolfe

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

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

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

Randles-Fligner-Policello-Wolfe
cDurSkiMa

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

Miller Jackknife
cHayStonLSA

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

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

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

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

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

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

Hollander Bivariate Symmetry
cUmbrPK

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

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

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

Campbell-Hollander
ferg.df

Ferguson's Estimator
cWNMT

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

Epstein
cRangeNor

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

Kolmogorov's Confidence Band
cPage

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

Computes a critical value for the Lepage D distribution.
owa

Ordered Walsh Averages
cSkilMack

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

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

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

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

Skillings-Mack
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.
pMackSkil

Mack-Skillings
pHaySton

Hayter-Stone
e.mc

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

Kolmogorov
pHayStonLSA

Hayter-Sone LSA
dmrl.mc

Hollander-Proschan
cUmbrPU

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

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

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

Hollander-Proschan T*
nb.mc

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

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

Kruskal-Wallis
pJCK

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

Klefsjo's IFR
pUmbrPU

Mack-Wolfe Peak Unknown
pHoeff

Hoeffding's D
pHollBivSym

Hollander Bivariate Symmetry
pNWWM

Nemenyi, Wilcoxon-Wilcox, Miller
pNDWol

Nemenyi, Damico-Wolfe
pKolSmirn

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

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

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

Klefsjo's IFRA
pWNMT

Wilcoxon, Nemenyi, McDonald-Thompson
data

Dataset
pLepage

Lepage
sen.adichie

Function to test for parallel lines.
pPage

Page
mrl

Mean Residual Life
pFligPoli

Fligner-Policello
pPairedWilcoxon

Paired Wilcoxon
multCh7

Possible arrangements by row for a matrix
multCh7SM

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

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

Susarla-van Ryzin
pBohnWolfe

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

Combinations of the first n integers in k groups
pRangeNor

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

Guess-Hollander-Proschan
pDurSkiMa

Durbin, Skillings-Mack
pSDCFlig

Dwass, Steel, Critchlow, Fligner
theil

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

Function to perform Zelen's test.
qKolSmirnLSA

Quantile function for the asymptotic distribution of the Kolmogorov-Smirnov J* statistic.
print.NSM3Ch5p

Methods to control displayed output of NSM3 tests.