ANSM51.1.1 package

Functions and Data for the Book "Applied Nonparametric Statistical Methods", 5th Edition

ansari.bradley

Perform Ansari-Bradley test

binom

Perform Binomial test

blomqvist

Calculate Blomqvist coefficient

bowker

Perform Bowker's extension of McNemar's test

breslow.day

Perform Breslow and Day test

bs

Create bootstrap confidence interval

chisqtest.ANSM

Perform Chi-squared test

cochran.q

Perform Cochran Q test

cohen.kappa

Calculate Cohen's kappa

conover

Perform Conover test using standard or squared ranks

control.median

Perform Control median test

cox.stuart

Perform Cox-Stuart test

cramer.von.mises

Perform Cramer-von Mises test

fishertest.ANSM

Perform Fisher exact test

friedman.lsd

Perform Least Significant Differences test after the Friedman test

friedman

Perform Friedman test

gehan.wilcoxon

Perform Gehan-Wilcoxon test

hettmansperger.elmore

Perform Hettmansperger and Elmore interaction test

hodges.ajne

Perform Hodges-Ajne test

jonckheere.terpstra

Perform Jonckheere-Terpstra test

kendall.concordance

Calculate Kendall's concordance

kendall.tau

Perform Kendall's tau

kruskal.wallis.lsd

Perform Least Significant Differences test after the Kruskal-Wallis te...

kruskal.wallis

Perform Kruskal-Wallis test

kruskal.wallis.vdW

Perform Kruskal-Wallis test with van der Waerden scores

kstest.ANSM

Perform Smirnov test and Kolgomorov test

lik.ratio

Perform Likelihood ratio test

lilliefors

Performs Lilliefors test of Normality

linear.by.linear

Perform Linear by linear association test

logoddsratio.2x2

Perform Log odds ratio test

logrank

Perform logrank test

mantel.haenszel

Perform Mantel-Haenszel test

med.test

Perform Median test

mood

Perform Mood test

moses.extreme.reactions

Perform Moses test for extreme reactions

noether

Calculate Noether approximation

normal.scores.test

Perform Normal Scores test

oddsratio.2x2diff

Perform test for difference in odds ratios

pearson.beta

Calculate Pearson beta

pearson

Calculate Pearson correlation

peto.wilcoxon

Perform Peto-Wilcoxon test

pitman

Perform Pitman test

print.ANSMstat

Prints an ANSMstat object

print.ANSMtest

Prints an ANSMtest object

rng.test

Perform Range test

runs.2cat

Perform Runs test for two categories

runs.ncat

Perform Runs test for three or more categories

sgn.test

Perform Sign test

shapirotest.ANSM

Perform Shapiro-Wilk test of Normality

siegel.tukey

Perform Siegel-Tukey test

spearman.beta

Calculate Spearman beta

spearman

Calculate Spearman correlation

theil.kendall

Calculate Theil-Kendall beta

wilcoxon.mann.whitney

Perform Wilcoxon-Mann-Whitney test

wilcoxon.signedrank

Perform Wilcoxon signed-rank test

zelen

Perform Zelen test

Functions and data to accompany the 5th edition of the book "Applied Nonparametric Statistical Methods" (4th edition: Sprent & Smeeton, 2024, ISBN:158488701X), the revisions from the 4th edition including a move from describing the output from a miscellany of statistical software packages to using R. While the output from many of the functions can also be obtained using a range of other R functions, this package provides functions in a unified setting and give output using both p-values and confidence intervals, exemplifying the book's approach of treating p-values as a guide to statistical importance and not an end product in their own right. Please note that in creating the ANSM5 package we do not claim to have produced software which is necessarily the most computationally efficient nor the most comprehensive.

  • Maintainer: Neil Spencer
  • License: GPL (>= 3)
  • Last published: 2024-08-31