Package: ANSM5 1.1.1

ANSM5: Functions and Data for the Book "Applied Nonparametric Statistical Methods", 5th Edition

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.

Authors:Neil Spencer [aut, cre, cph]

ANSM5_1.1.1.tar.gz
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ANSM5.pdf |ANSM5.html✨
ANSM5/json (API)
NEWS

# Install 'ANSM5' in R:
install.packages('ANSM5', repos = c('https://neilhspencer.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/neilhspencer/ansm5/issues

Datasets:
  • app1 - Data in Appendix 1
  • ch10 - Data used in Chapter 10
  • ch11 - Data used in Chapter 11
  • ch12 - Data used in Chapter 12
  • ch13 - Data used in Chapter 13
  • ch14 - Data used in Chapter 14
  • ch15 - Data used in Chapter 15
  • ch3 - Data used in Chapter 3
  • ch4 - Data used in Chapter 4
  • ch5 - Data used in Chapter 5
  • ch6 - Data used in Chapter 6
  • ch7 - Data used in Chapter 7
  • ch8 - Data used in Chapter 8
  • ch9 - Data used in Chapter 9

On CRAN:

4.11 score 4 scripts 252 downloads 54 exports 0 dependencies

Last updated 3 months agofrom:04cf56aad9. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 02 2024
R-4.5-winOKNov 02 2024
R-4.5-linuxOKNov 02 2024
R-4.4-winOKNov 02 2024
R-4.4-macOKNov 02 2024
R-4.3-winOKNov 02 2024
R-4.3-macOKNov 02 2024

Exports:ansari.bradleybinomblomqvistbowkerbreslow.daybschisqtest.ANSMcochran.qcohen.kappaconovercontrol.mediancox.stuartcramer.von.misesfishertest.ANSMfriedmanfriedman.lsdgehan.wilcoxonhettmansperger.elmorehodges.ajnejonckheere.terpstrakendall.concordancekendall.taukruskal.walliskruskal.wallis.lsdkruskal.wallis.vdWkstest.ANSMlik.ratiolillieforslinear.by.linearlogoddsratio.2x2logrankmantel.haenszelmed.testmoodmoses.extreme.reactionsnoethernormal.scores.testoddsratio.2x2diffpearsonpearson.betapeto.wilcoxonpitmanrng.testruns.2catruns.ncatsgn.testshapirotest.ANSMsiegel.tukeyspearmanspearman.betatheil.kendallwilcoxon.mann.whitneywilcoxon.signedrankzelen

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Perform Ansari-Bradley testansari.bradley
Data in Appendix 1app1
Perform Binomial testbinom
Calculate Blomqvist coefficientblomqvist
Perform Bowker's extension of McNemar's testbowker
Perform Breslow and Day testbreslow.day
Create bootstrap confidence intervalbs
Data used in Chapter 10ch10
Data used in Chapter 11ch11
Data used in Chapter 12ch12
Data used in Chapter 13ch13
Data used in Chapter 14ch14
Data used in Chapter 15ch15
Data used in Chapter 3ch3
Data used in Chapter 4ch4
Data used in Chapter 5ch5
Data used in Chapter 6ch6
Data used in Chapter 7ch7
Data used in Chapter 8ch8
Data used in Chapter 9ch9
Perform Chi-squared testchisqtest.ANSM
Perform Cochran Q testcochran.q
Calculate Cohen's kappacohen.kappa
Perform Conover test using standard or squared ranksconover
Perform Control median testcontrol.median
Perform Cox-Stuart testcox.stuart
Perform Cramer-von Mises testcramer.von.mises
Perform Fisher exact testfishertest.ANSM
Perform Friedman testfriedman
Perform Least Significant Differences test after the Friedman testfriedman.lsd
Perform Gehan-Wilcoxon testgehan.wilcoxon
Perform Hettmansperger and Elmore interaction testhettmansperger.elmore
Perform Hodges-Ajne testhodges.ajne
Perform Jonckheere-Terpstra testjonckheere.terpstra
Calculate Kendall's concordancekendall.concordance
Perform Kendall's taukendall.tau
Perform Kruskal-Wallis testkruskal.wallis
Perform Least Significant Differences test after the Kruskal-Wallis testkruskal.wallis.lsd
Perform Kruskal-Wallis test with van der Waerden scoreskruskal.wallis.vdW
Perform Smirnov test and Kolgomorov testkstest.ANSM
Perform Likelihood ratio testlik.ratio
Performs Lilliefors test of Normalitylilliefors
Perform Linear by linear association testlinear.by.linear
Perform Log odds ratio testlogoddsratio.2x2
Perform logrank testlogrank
Perform Mantel-Haenszel testmantel.haenszel
Perform Median testmed.test
Perform Mood testmood
Perform Moses test for extreme reactionsmoses.extreme.reactions
Calculate Noether approximationnoether
Perform Normal Scores testnormal.scores.test
Perform test for difference in odds ratiosoddsratio.2x2diff
Calculate Pearson correlationpearson
Calculate Pearson betapearson.beta
Perform Peto-Wilcoxon testpeto.wilcoxon
Perform Pitman testpitman
Prints an ANSMstat objectprint.ANSMstat
Prints an ANSMtest objectprint.ANSMtest
Perform Range testrng.test
Perform Runs test for two categoriesruns.2cat
Perform Runs test for three or more categoriesruns.ncat
Perform Sign testsgn.test
Perform Shapiro-Wilk test of Normalityshapirotest.ANSM
Perform Siegel-Tukey testsiegel.tukey
Calculate Spearman correlationspearman
Calculate Spearman betaspearman.beta
Calculate Theil-Kendall betatheil.kendall
Perform Wilcoxon-Mann-Whitney testwilcoxon.mann.whitney
Perform Wilcoxon signed-rank testwilcoxon.signedrank
Perform Zelen testzelen