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NSM3 (version 1.18)

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

2,773

Version

1.18

License

GPL-2

Maintainer

Grant Schneider

Last Published

September 4th, 2023

Functions in NSM3 (1.18)

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.
cMackSkil

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

Ranked-Set Sample
cHayStonLSA

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

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

Hollander Bivariate Symmetry
cJCK

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

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

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

Kolmogorov's Confidence Band
epstein

Epstein
cFligPoli

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

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

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

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

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

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

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

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

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

Klefsjo's IFRA
MillerJack

Miller Jackknife
owa

Ordered Walsh Averages
pAnsBrad

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

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

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

Mack-Skillings
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.
mrl

Mean Residual Life
ch.ro

Campbell-Hollander
print.NSM3Ch5p

Methods to control displayed output of NSM3 tests.
qKolSmirnLSA

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

Ferguson's Estimator
cPage

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

Computes a critical value for the Lepage D distribution.
theil

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

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

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

Hollander-Proschan
e.mc

Function to compute the Monte Carlo P-value for the observed Epstein E statistic
multCh7SM

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

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

Function to perform Zelen's test.
pFligPoli

Fligner-Policello
multCh7

Possible arrangements by row for a matrix
nb.mc

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

Klefsjo's IFR
pHoeff

Hoeffding's D
pHollBivSym

Hollander Bivariate Symmetry
multComb

Combinations of the first n integers in k groups
pFrd

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

Skillings-Mack
klefsjo.ifr.mc

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

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

Hollander-Proschan T*
pPage

Page
pHaySton

Hayter-Stone
pPairedWilcoxon

Paired Wilcoxon
data

Dataset
pUmbrPK

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

Kruskal-Wallis
sen.adichie

Function to test for parallel lines.
pRangeNor

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

Kolmogorov
mblm

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

Dwass, Steel, Critchlow, Fligner
pBohnWolfe

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

Durbin, Skillings-Mack
pHayStonLSA

Hayter-Sone LSA
pKolSmirn

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

Lepage
svr.df

Susarla-van Ryzin
tc

Guess-Hollander-Proschan
pNDWol

Nemenyi, Damico-Wolfe
pNWWM

Nemenyi, Wilcoxon-Wilcox, Miller
pUmbrPU

Mack-Wolfe Peak Unknown
pWNMT

Wilcoxon, Nemenyi, McDonald-Thompson
cAnsBrad

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

Hollander Bivariate Symmetry
RFPW

Randles-Fligner-Policello-Wolfe
cDurSkiMa

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