Package: NSM3 1.19

NSM3: Functions and Datasets to Accompany Hollander, Wolfe, and Chicken - Nonparametric Statistical Methods, Third Edition

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.

Authors:Grant Schneider [aut, cre], Eric Chicken [aut], Rachel Becvarik [aut]

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# Install 'NSM3' in R:
install.packages('NSM3', repos = c('https://drg-123.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.40 score 1 stars 111 scripts 2.8k downloads 8 mentions 91 exports 112 dependencies

Last updated 23 days agofrom:3576189ab4. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 27 2024
R-4.5-win-x86_64OKNov 27 2024
R-4.5-linux-x86_64OKNov 27 2024
R-4.4-win-x86_64OKNov 27 2024
R-4.4-mac-x86_64OKNov 27 2024
R-4.4-mac-aarch64OKNov 27 2024
R-4.3-win-x86_64OKNov 27 2024
R-4.3-mac-x86_64OKNov 27 2024
R-4.3-mac-aarch64OKNov 27 2024

Exports:cAnsBradcBohnWolfecDurSkiMacFligPolicFrdch.rocHayStoncHayStonLSAcHollBivSymcJCKcKolSmirncKWcLepagecMackSkilcMaxCorrNorcNDWolcNWWMCorrUpperBoundcPagecRangeNorcSDCFligcSkilMackcUmbrPKcUmbrPUcWNMTdmrl.mce.mcecdf.ks.CIepsteinferg.dfHoeffDHollBivSymkendall.ciklefsjo.ifrklefsjo.ifr.mcklefsjo.ifraklefsjo.ifra.mckolmogorovmblmMillerJackmrlmultCh7multCh7SMmultCombnb.mcnewbetowapAnsBradpBohnWolfepDurSkiMapFligPolipFrdpHayStonpHayStonLSApHoeffpHollBivSympJCKpKolSmirnpKWpLepagepMackSkilpMaxCorrNorpNDWolpNWWMpPagepPairedWilcoxonpRangeNorprint.NSM3Ch5cprint.NSM3Ch5pprint.NSM3Ch6cprint.NSM3Ch6MCcprint.NSM3Ch6MCpprint.NSM3Ch6pprint.NSM3Ch7cprint.NSM3Ch7MCcprint.NSM3Ch7MCpprint.NSM3Ch7pprint.NSM3Ch9ChickFnpSDCFligpSkilMackpUmbrPKpUmbrPUpWNMTqKolSmirnLSARFPWRSSsen.adichiesvr.dftctheilzelen.test

Dependencies:agricolaeAlgDesignashbackportsbase64encbinombootBSDAbslibcachemcheckmateclasscliclustercodetoolscoincolorspacecombinatcubaturedata.tabledigeste1071evaluatefANCOVAfansifarverfastmapfontawesomeforeignFormulafsggplot2gluegmpgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonlitekm.ciknitrlabelinglatticelibcoinlifecyclemagrittrMASSmathjaxrMatrixMatrixModelsmatrixStatsmemoisemetadatmetaformgcvmimemodeltoolsmultcompmultitapermunsellmvtnormnlmennetnortestnpnumDerivpartitionspbapplypillarpkgconfigpolynomproxyquadprogquantregR6rappdirsrbibutilsRColorBrewerRcppRdpackRfitrlangrmarkdownrpartrstudioapisandwichsassscalessetsSparseMstringistringrSuppDistssurvivalTH.datatibbletinytexutf8vctrsviridisviridisLitewaveslimwithrxfunyamlzoo

Readme and manuals

Help Manual

Help pageTopics
Function to compute a critical value for the Ansari-Bradley C distribution.cAnsBrad
Function to compute a critical value for the Bohn-Wolfe U distribution.cBohnWolfe
Computes a critical value for the Durbin, Skillings-Mack D distribution.cDurSkiMa
Computes a critical value for the Fligner-Policello U distribution.cFligPoli
Computes a critical value for the Friedman, Kendall-Babington Smith S distribution.cFrd
Campbell-Hollanderch.ro
Computes a critical value for the Hayter-Stone W* distribution.cHaySton
Computes a critical value for the Hayter-Stone W* asymptotic distribution.cHayStonLSA
Hollander Bivariate SymmetrycHollBivSym
Computes a critical value for the Jonckheere-Terpstra J distribution.cJCK
Computes a critical value for the Kolmogorov-Smirnov J distribution.cKolSmirn
Computes a critical value for the Kruskal-Wallis H distribution.cKW
Computes a critical value for the Lepage D distribution.cLepage
Computes a critical value for the Mack-Skillings MS distribution.cMackSkil
Quantile function for the maximum of k N(0,1) random variables with common correlation rho.cMaxCorrNor
Function to compute a critical value for the Nemenyi, Damico-Wolfe Y distribution.cNDWol
Computes a critical value for the Nemenyi, Wilcoxon-Wilcox, Miller R* distribution.cNWWM
Computes the upper bound for the null correlation between two overlapping signed rank statistics.CorrUpperBound
Function to compute a critical value for the Page L distribution.cPage
Quantile function for the range of k independent N(0,1) random variables.cRangeNor
Computes a critical value for the Dwass, Steel, Critchlow-Fligner W distribution.cSDCFlig
Computes a critical value for the Skillings-Mack SM distribution.cSkilMack
Computes a critical value for the Mack-Wolfe Peak Known A_p distribution.cUmbrPK
Computes a critical value for the Mack-Wolfe Peak Unknown A_p-hat distribution.cUmbrPU
Computes a critical value for the Wilcoxon, Nemenyi, McDonald-Thompson R distribution.cWNMT
Datasetac adaptation.scores alcohol.intake ammonium.flux annual.salaries at.term b.mrl b.sf beak bleeding.time blood.levels book.value.audited.value cen chemical.toxicity chromium cinchona cloud.seeding cps71 days discrepancy.scores ethanol feedback florida.pokeweed forearm framingham freestyle gest.age gizzards goose gun.registration hamilton hodgkins.affected hodgkins.total hydroxycortisol hydroxyproline hypnotic.susceptibility insulin.clearance JASA1994 JASA1995 jung.parekh kentucky.pokeweed leukemia liver.scan liver.scan8 mayfly mean.drop metabolic.rate methyl motivational.effect mucociliary net.oxygen.consumption NHANES.III niacin no.feedback not.prednisone oxidant.content pigs plasma plasma.glucoose plasma.healthy plasma.poisoned platelet.counts pokeweed pre prednisone proline.collagen rad ramsay relapse rhythmicity rounding.times ruffed.grouse RVP serum settling.velocities smp SP spacecraft strength.index swimming table11.2 tb tuna velocity wechsler
Hollander-Proschandmrl.mc
Function to compute the Monte Carlo P-value for the observed Epstein E statistice.mc
Kolmogorov's Confidence Bandecdf.ks.CI
Epsteinepstein
Ferguson's Estimatorferg.df
Function to compute Hoeffding's D statistic for small sample sizes.HoeffD
Hollander Bivariate SymmetryHollBivSym
Function to produce a confidence interval for Kendall's tau.kendall.ci
Klefsjo's IFRklefsjo.ifr
Function to compute the Monte Carlo P-value for the observed Klefsjo's A* statistic.klefsjo.ifr.mc
Klefsjo's IFRAklefsjo.ifra
Function to compute the Monte Carlo P-value for the observed Klefsjo's B* statistic.klefsjo.ifra.mc
Kolmogorovkolmogorov
Fitting Median-Based Linear Models (from 'mblm' oackage)mblm
Miller JackknifeMillerJack
Mean Residual Lifemrl
Possible arrangements by row for a matrixmultCh7
Possible arrangements by row a matrix, where NA values are ignoredmultCh7SM
Combinations of the first n integers in k groupsmultComb
Function to compute the Monte Carlo P-value for the observed Hollander-Proschan T statistic.nb.mc
Hollander-Proschan T*newbet
Ordered Walsh Averagesowa
Function to compute the P-value for the observed Ansari-Bradley C statistic.pAnsBrad
Function to compute the P-value for the observed Bohn-Wolfe U statistic.pBohnWolfe
Durbin, Skillings-MackpDurSkiMa
Fligner-PolicellopFligPoli
Function to compute the P-value for the observed Friedman, Kendall-Babington Smith S statistic.pFrd
Hayter-StonepHaySton
Hayter-Sone LSApHayStonLSA
Hoeffding's DpHoeff
Hollander Bivariate SymmetrypHollBivSym
Function to compute the P-value for the observed Jonckheere-Terpstra J statistic.pJCK
Function to copute the P-value for the observed Kolmogorov-Smirnov J statistic.pKolSmirn
Kruskal-WallispKW
LepagepLepage
Mack-SkillingspMackSkil
Function to compute the upper tail probability of the maximum of k N(0,1) random variables with common correlation for a given cutoff.pMaxCorrNor
Nemenyi, Damico-WolfepNDWol
Nemenyi, Wilcoxon-Wilcox, MillerpNWWM
PagepPage
Paired WilcoxonpPairedWilcoxon
Function to compute the upper-tail probability of the range of k independent N(0,1) random variables for a given cutoff.pRangeNor
Methods to control displayed output of NSM3 tests.print.NSM3Ch5c print.NSM3Ch5p print.NSM3Ch6c print.NSM3Ch6MCc print.NSM3Ch6MCp print.NSM3Ch6p print.NSM3Ch7c print.NSM3Ch7MCc print.NSM3Ch7MCp print.NSM3Ch7p print.NSM3Ch9ChickFn
Dwass, Steel, Critchlow, FlignerpSDCFlig
Skillings-MackpSkilMack
Function to compute the P-value for the observed Mack-Wolfe Peak Known A_p distribution.pUmbrPK
Mack-Wolfe Peak UnknownpUmbrPU
Wilcoxon, Nemenyi, McDonald-ThompsonpWNMT
Quantile function for the asymptotic distribution of the Kolmogorov-Smirnov J* statistic.qKolSmirnLSA
Randles-Fligner-Policello-WolfeRFPW
Ranked-Set SampleRSS
Function to test for parallel lines.sen.adichie
Susarla-van Ryzinsvr.df
Guess-Hollander-Proschantc
Function to estimate and perform tests on the slope and intercept of a simple linear model.theil
Function to perform Zelen's test.zelen.test