Learn R Programming

⚠️There's a newer version (2.5.0) of this package.Take me there.

rcompanion (version 2.4.13)

Functions to Support Extension Education Program Evaluation

Description

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 .

Copy Link

Version

Install

install.packages('rcompanion')

Monthly Downloads

23,646

Version

2.4.13

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

January 3rd, 2022

Functions in rcompanion (2.4.13)

Hypothetical data for ratings of instructors in unreplicated CBD

Cohen's g and odds ratio for paired contingency tables

Epsilon-squared

Freeman's theta

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

wilcoxonPairedR

r effect size for Wilcoxon two-sample paired signed-rank test

Functions to Support Extension Education Program Evaluation

scheirerRayHare

Scheirer Ray Hare test

Grissom and Kim's Probability of Superiority (PS)

Hypothetical data for monarch butterflies in gardens

Hypothetical data for Catbus and company

Compare fit statistics for glm models

Compare fit statistics for lm models

Hypothetical data for responses about adopting lawn care practices

Data for proportion of good practices followed by plant nuseries

Minimum maximum accuracy, mean absolute percent error, median absolute error, root mean square error, coefficient of variation, and Efron's pseudo r-squared

Hypothetical data for change in religion after a caucusing event

Cohen's w (omega)

Cohen's h to compare proportions for 2 x 2 contingency tables

Groupwise means and confidence intervals

groupwiseMedian

Groupwise medians and confidence intervals

Convert a lower triangle matrix to a full matrix

Post-hoc tests for Cochran-Mantel-Haenszel test

pairwiseOrdinalMatrix

[Defunct!] Pairwise two-sample ordinal regression with matrix output

groupwisePercentile

Groupwise percentiles and confidence intervals

pairwiseOrdinalPairedMatrix

[Defunct!] Pairwise two-sample ordinal regression for paired data with matrix output

Kendall's W with bootstrapped confidence interval

Hypothetical data for Brendon Small and company

Hypothetical data for paired ratings of Pooh Bear

Hypothetical data for proportion of students passing a certification

Hypothetical data for ratings of Pooh, Piglet, and Tigger

cateNelsonFixedY

Cate-Nelson models for bivariate data with a fixed critical Y value

Compact letter display for lists of comparisons

Efron's pseudo r-squared

Cramer's V for chi-square goodness-of-fit tests

Pseudo r-squared measures for various models

Pairwise Vargha and Delaney's A and Cliff's delta

pairwiseRobustMatrix

[Defunct!] Pairwise two-sample robust tests with matrix output

pairwisePermutationTest

Pairwise two-sample permutation tests

Vargha and Delaney's A

nagelkerkeHermite

[Defunct!] Pseudo r-squared measures for hermite models

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

Agresti's Generalized Odds Ratio for Stochastic Dominance

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

oneSampleDominance

Dominance statistic for one-sample data

Convert PMCMR Objects to a Data Frame

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

nominalSymmetryTest

Exact and McNemar symmetry tests for paired contingency tables

Votes for the Democratic candidate in Pennsylvania 18 in 2016 and 2018

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

pairwiseSignTest

[Defunct!] Pairwise sign tests

pairwiseMedianTest

Pairwise Mood's median tests

pairwiseOrdinalPairedTest

[Defunct!] Pairwise two-sample ordinal regression for paired data

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

Test of percentiles by permutation test

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

plotNormalDensity

Density plot with a normal curve

plotNormalHistogram

Histogram with a normal curve

plotDensityHistogram

Histogram with a density curve

wilcoxonOneSampleR

r effect size for Wilcoxon one-sample signed-rank test

wilcoxonOneSampleRC

Rank biserial correlation coefficient for one-sample Wilcoxon test

Spearman's rho, Kendall's tau, Pearson's r

Tukey's Ladder of Powers

Normal scores transformation

Hypothetical data for Alexander Anderson with gender bias

Hypothetical data for Alexander Anderson

Cate-Nelson models for bivariate data

Count pseudo r-squared for logistic and other binary outcome models

Cramer's V (phi)

groupwiseGeometric

Groupwise geometric means and confidence intervals

Groupwise Huber M-estimators and confidence intervals

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

ordinalEtaSquared

Eta-squared for ordinal variables

pairedSampleDominance

Dominance statistic for two-sample paired data

pairwisePercentileTest

Pairwise permutation tests for percentiles

pairwiseMcnemar

Pairwise McNemar and related tests for Cochran Q test post-hoc

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

Plot a predicted line from a bivariate model

wilcoxonPairedRC

Matched-pairs rank biserial correlation coefficient

Quantiles and confidence intervals

r effect size for Wilcoxon two-sample rank-sum test

Glass rank biserial correlation coefficient

Wilcoxon z statistic

Hypothetical data for students' breakfast habits and travel to school