Package: rcompanion 2.4.36

rcompanion: Functions to Support Extension Education Program Evaluation

Functions and datasets to support Summary and Analysis of Extension Program Evaluation in R, and An R Companion for the Handbook of Biological Statistics. Vignettes are available at <https://rcompanion.org>.

Authors:Salvatore Mangiafico [aut, cre]

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NEWS

# Install 'rcompanion' in R:

install.packages('rcompanion', repos = c('https://salvatoremangiafico.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

Anderson - Hypothetical data for Alexander Anderson
AndersonBias - Hypothetical data for Alexander Anderson with gender bias
AndersonRainBarrel - Hypothetical data for Alexander Anderson on rain barrel installation
AndersonRainGarden - Hypothetical data for Alexander Anderson on rain garden installation
BobBelcher - Hypothetical data for ratings of instructors in unreplicated CBD
Breakfast - Hypothetical data for students' breakfast habits and travel to school
BrendonSmall - Hypothetical data for Brendon Small and company
BullyHill - Hypothetical data for proportion of students passing a certification
Catbus - Hypothetical data for Catbus and company
HayleySmith - Hypothetical data for responses about adopting lawn care practices
Monarchs - Hypothetical data for monarch butterflies in gardens
Nurseries - Data for proportion of good practices followed by plant nuseries
Pennsylvania18 - Votes for the Democratic candidate in Pennsylvania 18 in 2016 and 2018
Pooh - Hypothetical data for paired ratings of Pooh Bear
PoohPiglet - Hypothetical data for ratings of Pooh, Piglet, and Tigger
Religion - Hypothetical data for change in religion after a caucusing event

On CRAN:

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

7.71 score 4 stars 5 packages 2.2k scripts 19k downloads 149 mentions 77 exports 59 dependencies

Last updated 6 months agofrom:4e94ba90de. Checks:OK: 5 NOTE: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 25 2024
R-4.5-win	NOTE	Oct 25 2024
R-4.5-linux	NOTE	Oct 25 2024
R-4.4-win	OK	Oct 25 2024
R-4.4-mac	OK	Oct 25 2024
R-4.3-win	OK	Oct 25 2024
R-4.3-mac	OK	Oct 25 2024

Exports:accuracy blom cateNelson cateNelsonFixedY cldList cliffDelta cohenG cohenH cohenW compareGLM compareLM countRSquare cramerV cramerVFit efronRSquared epsilonSquared freemanTheta fullPTable groupwiseCMH groupwiseGeometric groupwiseHuber groupwiseMean groupwiseMedian groupwisePercentile groupwiseSum kendallW mangiaficoD multiMangiaficoD multiVDA nagelkerke nagelkerkeHermite nominalSymmetryTest oneSampleDominance ordinalEtaSquared pairedSampleDominance pairwiseDifferences pairwiseMcnemar pairwiseMedianMatrix pairwiseMedianTest pairwiseModelAnova pairwiseNominalIndependence pairwiseNominalMatrix pairwiseOrdinalIndependence pairwiseOrdinalMatrix pairwiseOrdinalPairedMatrix pairwiseOrdinalPairedTest pairwiseOrdinalTest pairwisePercentileTest pairwisePermutationMatrix pairwisePermutationSymmetry pairwisePermutationSymmetryMatrix pairwisePermutationTest pairwiseRobustMatrix pairwiseRobustTest pairwiseSignMatrix pairwiseSignTest percentileTest phi plotDensityHistogram plotNormalDensity plotNormalHistogram plotPredy PMCMRTable quantileCI scheirerRayHare spearmanRho transformTukey vda wilcoxonOneSampleR wilcoxonOneSampleRC wilcoxonOR wilcoxonPairedR wilcoxonPairedRC wilcoxonPS wilcoxonR wilcoxonRG wilcoxonZ

Dependencies:askpass boot cellranger class cli codetools coin cpp11 crayon curl data.table DescTools e1071 Exact expm fansi gld glue hms httr jsonlite lattice libcoin lifecycle lmom lmtest magrittr MASS Matrix matrixStats mime modeltools multcomp multcompView mvtnorm nortest openssl pillar pkgconfig plyr prettyunits progress proxy R6 Rcpp readxl rematch rlang rootSolve rstudioapi sandwich survival sys TH.data tibble utf8 vctrs withr zoo

Citation

Readme and manuals

Help Manual

Help page	Topics
Functions to Support Extension Education Program Evaluation	rcompanion-package
Minimum maximum accuracy, mean absolute percent error, median absolute error, root mean square error, coefficient of variation, and Efron's pseudo r-squared	accuracy
Hypothetical data for Alexander Anderson	Anderson
Hypothetical data for Alexander Anderson with gender bias	AndersonBias
Hypothetical data for Alexander Anderson on rain barrel installation	AndersonRainBarrel
Hypothetical data for Alexander Anderson on rain garden installation	AndersonRainGarden
Normal scores transformation	blom
Hypothetical data for ratings of instructors in unreplicated CBD	BobBelcher
Hypothetical data for students' breakfast habits and travel to school	Breakfast
Hypothetical data for Brendon Small and company	BrendonSmall
Hypothetical data for proportion of students passing a certification	BullyHill
Hypothetical data for Catbus and company	Catbus
Cate-Nelson models for bivariate data	cateNelson
Cate-Nelson models for bivariate data with a fixed critical Y value	cateNelsonFixedY
Compact letter display for lists of comparisons	cldList
Cliff's delta	cliffDelta
Cohen's g and odds ratio for paired contingency tables	cohenG
Cohen's h to compare proportions for 2 x 2 contingency tables	cohenH
Cohen's w (omega)	cohenW
Compare fit statistics for glm models	compareGLM
Compare fit statistics for lm models	compareLM
Count pseudo r-squared for logistic and other binary outcome models	countRSquare
Cramer's V (phi)	cramerV
Cramer's V for chi-square goodness-of-fit tests	cramerVFit
Efron's pseudo r-squared	efronRSquared
Epsilon-squared	epsilonSquared
Freeman's theta	freemanTheta
Convert a lower triangle matrix to a full matrix	fullPTable
Post-hoc tests for Cochran-Mantel-Haenszel test	groupwiseCMH
Groupwise geometric means and confidence intervals	groupwiseGeometric
Groupwise Huber M-estimators and confidence intervals	groupwiseHuber
Groupwise means and confidence intervals	groupwiseMean
Groupwise medians and confidence intervals	groupwiseMedian
Groupwise percentiles and confidence intervals	groupwisePercentile
Groupwise sums	groupwiseSum
Hypothetical data for responses about adopting lawn care practices	HayleySmith
Kendall's W with bootstrapped confidence interval	kendallW
Mangiafico's d	mangiaficoD
Hypothetical data for monarch butterflies in gardens	Monarchs
Mangiafico's d	multiMangiaficoD
Pairwise Vargha and Delaney's A and Cliff's delta	multiVDA
Pseudo r-squared measures for various models	nagelkerke
[Defunct!] Pseudo r-squared measures for hermite models	nagelkerkeHermite
Exact and McNemar symmetry tests for paired contingency tables	nominalSymmetryTest
Data for proportion of good practices followed by plant nuseries	Nurseries
Dominance statistic for one-sample data	oneSampleDominance
Eta-squared for ordinal variables	ordinalEtaSquared
Dominance statistic for two-sample paired data	pairedSampleDominance
[Defunct!] Pairwise differences for unreplicated CBD	pairwiseDifferences
Pairwise McNemar and related tests for Cochran Q test post-hoc	pairwiseMcnemar
Pairwise Mood's median tests with matrix output	pairwiseMedianMatrix
Pairwise Mood's median tests	pairwiseMedianTest
Compare model objects with F test and likelihood ratio test	pairwiseModelAnova
Pairwise tests of independence for nominal data	pairwiseNominalIndependence
Pairwise tests of independence for nominal data with matrix output	pairwiseNominalMatrix
Pairwise tests of independence for tables with one ordered nominal variable	pairwiseOrdinalIndependence
[Defunct!] Pairwise two-sample ordinal regression with matrix output	pairwiseOrdinalMatrix
[Defunct!] Pairwise two-sample ordinal regression for paired data with matrix output	pairwiseOrdinalPairedMatrix
[Defunct!] Pairwise two-sample ordinal regression for paired data	pairwiseOrdinalPairedTest
[Defunct!] Pairwise two-sample ordinal regression	pairwiseOrdinalTest
Pairwise permutation tests for percentiles	pairwisePercentileTest
Pairwise two-sample independence tests with matrix output	pairwisePermutationMatrix
Pairwise two-sample symmetry tests	pairwisePermutationSymmetry
Pairwise two-sample symmetry tests with matrix output	pairwisePermutationSymmetryMatrix
Pairwise two-sample independence tests	pairwisePermutationTest
[Defunct!] Pairwise two-sample robust tests with matrix output	pairwiseRobustMatrix
[Defunct!] Pairwise two-sample robust tests	pairwiseRobustTest
[Defunct!] Pairwise sign tests with matrix output	pairwiseSignMatrix
[Defunct!] Pairwise sign tests	pairwiseSignTest
Votes for the Democratic candidate in Pennsylvania 18 in 2016 and 2018	Pennsylvania18
Test of percentiles by permutation test	percentileTest
phi	phi
Histogram with a density curve	plotDensityHistogram
Density plot with a normal curve	plotNormalDensity
Histogram with a normal curve	plotNormalHistogram
Plot a predicted line from a bivariate model	plotPredy
Convert PMCMR Objects to a Data Frame	PMCMRTable
Hypothetical data for paired ratings of Pooh Bear	Pooh
Hypothetical data for ratings of Pooh, Piglet, and Tigger	PoohPiglet
Quantiles and confidence intervals	quantileCI
Hypothetical data for change in religion after a caucusing event	Religion
Scheirer Ray Hare test	scheirerRayHare
Spearman's rho, Kendall's tau, Pearson's r	spearmanRho
Tukey's Ladder of Powers	transformTukey
Vargha and Delaney's A	vda
r effect size for Wilcoxon one-sample signed-rank test	wilcoxonOneSampleR
Rank biserial correlation coefficient for one-sample Wilcoxon test	wilcoxonOneSampleRC
Agresti's Generalized Odds Ratio for Stochastic Dominance	wilcoxonOR
r effect size for Wilcoxon two-sample paired signed-rank test	wilcoxonPairedR
Matched-pairs rank biserial correlation coefficient	wilcoxonPairedRC
Grissom and Kim's Probability of Superiority (PS)	wilcoxonPS
r effect size for Wilcoxon two-sample rank-sum test	wilcoxonR
Glass rank biserial correlation coefficient	wilcoxonRG
Wilcoxon z statistic	wilcoxonZ

Package: rcompanion 2.4.36

rcompanion: Functions to Support Extension Education Program Evaluation

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)