Package: matrixTests 0.2.3

Karolis Koncevičius

matrixTests: Fast Statistical Hypothesis Tests on Rows and Columns of Matrices

Functions to perform fast statistical hypothesis tests on rows/columns of matrices. The main goals are: 1) speed via vectorization, 2) output that is detailed and easy to use, 3) compatibility with tests implemented in R (like those available in the 'stats' package).

Authors:Karolis Koncevičius [aut, cre]

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matrixTests/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/karoliskoncevicius/matrixtests/issues

On CRAN:

anovafasthypothesis-testingmatrixrowst-testwilcoxon-test

42 exports 36 stars 3.54 score 1 dependencies 11 dependents 1.7k downloads

Last updated 8 months agofrom:2159ebd5622ec5a4b026569f84d746590547a64e

Exports:col_andersondarlingcol_bartlettcol_brownforsythecol_cor_pearsoncol_cosinorcol_f_varcol_flignerkilleencol_jarqueberacol_kolmogorovsmirnov_twosamplecol_kruskalwalliscol_levenecol_oneway_equalvarcol_oneway_welchcol_t_equalvarcol_t_onesamplecol_t_pairedcol_t_welchcol_waerdencol_wilcoxon_onesamplecol_wilcoxon_pairedcol_wilcoxon_twosamplerow_andersondarlingrow_bartlettrow_brownforsytherow_cor_pearsonrow_cosinorrow_f_varrow_flignerkilleenrow_jarqueberarow_kolmogorovsmirnov_twosamplerow_kruskalwallisrow_levenerow_oneway_equalvarrow_oneway_welchrow_t_equalvarrow_t_onesamplerow_t_pairedrow_t_welchrow_waerdenrow_wilcoxon_onesamplerow_wilcoxon_pairedrow_wilcoxon_twosample

Dependencies:matrixStats

Readme and manuals

Help Manual

Help pageTopics
Anderson-Darling testandersondarling col_andersondarling row_andersondarling
Bartlett testbartlett col_bartlett row_bartlett
Correlationcol_cor_pearson cortest row_cor_pearson
Cosinorcol_cosinor cosinor row_cosinor
Fligner-Killeen testcol_flignerkilleen fligner row_flignerkilleen
F Variance testcol_f_var fvar row_f_var
Jarque-Bera testcol_jarquebera jarquebera row_jarquebera
Kolmogorov-Smirnov testcol_kolmogorovsmirnov_twosample kolmogorov row_kolmogorovsmirnov_twosample
Kruskal-Wallis rank sum testcol_kruskalwallis kruskalwallis row_kruskalwallis
Levene testcol_brownforsythe col_levene levene row_brownforsythe row_levene
Oneway ANOVAcol_oneway_equalvar col_oneway_welch oneway row_oneway_equalvar row_oneway_welch
t-testcol_t_equalvar col_t_onesample col_t_paired col_t_welch row_t_equalvar row_t_onesample row_t_paired row_t_welch ttest
Van der Waerden testcol_waerden row_waerden waerden
Wilcoxon testcol_wilcoxon_onesample col_wilcoxon_paired col_wilcoxon_twosample row_wilcoxon_onesample row_wilcoxon_paired row_wilcoxon_twosample wilcoxon