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rcompanion (version 2.4.18)

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 .

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Version

Install

install.packages('rcompanion')

Monthly Downloads

14,806

Version

2.4.18

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

August 6th, 2022

Functions in rcompanion (2.4.18)

Hypothetical data for monarch butterflies in gardens

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

Data for proportion of good practices followed by plant nuseries

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Hypothetical data for paired ratings of Pooh Bear

Cramer's V (phi)

Hypothetical data for responses about adopting lawn care practices

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

Compare fit statistics for glm models

Compare fit statistics for lm models

Cohen's w (omega)

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

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

Convert PMCMR Objects to a Data Frame

Normal scores transformation

Epsilon-squared

Cate-Nelson models for bivariate data

cateNelsonFixedY

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

Cohen's g and odds ratio for paired contingency tables

Freeman's theta

Kendall's W with bootstrapped confidence interval

Convert a lower triangle matrix to a full matrix

groupwisePercentile

Groupwise percentiles and confidence intervals

Compact letter display for lists of comparisons

Post-hoc tests for Cochran-Mantel-Haenszel test

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

pairwiseMedianTest

Pairwise Mood's median tests

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

groupwiseGeometric

Groupwise geometric means and confidence intervals

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwiseOrdinalPairedTest

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

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

Groupwise means and confidence intervals

groupwiseMedian

Groupwise medians and confidence intervals

Groupwise Huber M-estimators and confidence intervals

pairwiseMcnemar

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

Test of percentiles by permutation test

scheirerRayHare

Scheirer Ray Hare test

pairwiseSignTest

[Defunct!] Pairwise sign tests

Functions to Support Extension Education Program Evaluation

Pseudo r-squared measures for various models

nagelkerkeHermite

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

ordinalEtaSquared

Eta-squared for ordinal variables

pairwiseOrdinalMatrix

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

pairedSampleDominance

Dominance statistic for two-sample paired data

wilcoxonPairedRC

Matched-pairs rank biserial correlation coefficient

pairwiseOrdinalPairedMatrix

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

Plot a predicted line from a bivariate model

Quantiles and confidence intervals

wilcoxonOneSampleR

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

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

Agresti's Generalized Odds Ratio for Stochastic Dominance

pairwisePercentileTest

Pairwise permutation tests for percentiles

Vargha and Delaney's A

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

wilcoxonOneSampleRC

Rank biserial correlation coefficient for one-sample Wilcoxon test

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

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

multiMangiaficoD

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

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

Efron's pseudo r-squared

pairwiseRobustMatrix

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

pairwisePermutationTest

Pairwise two-sample permutation tests

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

plotDensityHistogram

Histogram with a density curve

oneSampleDominance

Dominance statistic for one-sample data

plotNormalDensity

Density plot with a normal curve

nominalSymmetryTest

Exact and McNemar symmetry tests for paired contingency tables

plotNormalHistogram

Histogram with a normal curve

Glass rank biserial correlation coefficient

Wilcoxon z statistic

Grissom and Kim's Probability of Superiority (PS)

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

wilcoxonPairedR

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

Tukey's Ladder of Powers

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

Hypothetical data for Alexander Anderson

Hypothetical data for proportion of students passing a certification

Hypothetical data for ratings of instructors in unreplicated CBD

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

Hypothetical data for Catbus and company

Hypothetical data for Alexander Anderson with gender bias

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

Hypothetical data for Brendon Small and company

Hypothetical data for students' breakfast habits and travel to school