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rcompanion (version 2.3.0)

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

12,485

Version

2.3.0

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

August 27th, 2019

Functions in rcompanion (2.3.0)

Hypothetical data for change in religion after a caucusing event

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

Convert PMCMR Objects to a Data Frame

Hypothetical data for paired ratings of Pooh Bear

Cramer's V (phi)

Freeman's theta

Epsilon-squared

Kendall's W with bootstrapped confidence interval

Data for proportion of good practices followed by plant nuseries

Hypothetical data for monarch butterflies in gardens

Cate-Nelson models for bivariate data

Compact letter display for lists of comparisons

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

pairwiseMedianTest

Pairwise Mood's median tests

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

pairwisePermutationTest

Pairwise two-sample permutation tests

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwiseRobustMatrix

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

Vargha and Delaney's A

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

Hypothetical data for Catbus and company

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Hypothetical data for responses about adopting lawn care practices

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

Groupwise Huber M-estimators and confidence intervals

Cohen's g and odds ratio for paired contingency tables

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

groupwiseGeometric

Groupwise geometric means and confidence intervals

groupwiseMedian

Groupwise medians and confidence intervals

Groupwise means and confidence intervals

pairwiseMcnemar

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

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

Test of percentiles by permutation test

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

wilcoxonOneSampleR

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

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

pairwiseOrdinalMatrix

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

pairwiseOrdinalPairedMatrix

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

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

pairwiseOrdinalPairedTest

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

pairwiseSignTest

[Defunct!] Pairwise sign tests

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

Compare fit statistics for glm models

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

Cohen's w (omega)

groupwisePercentile

Groupwise percentiles and confidence intervals

Compare fit statistics for lm models

Post-hoc tests for Cochran-Mantel-Haenszel test

nagelkerkeHermite

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

Pseudo r-squared measures for various models

Convert a lower triangle matrix to a full matrix

pairwisePercentileTest

Pairwise permutation tests for percentiles

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

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

Tukey's Ladder of Powers

plotNormalHistogram

Histogram with a normal curve

Wilcoxon z statistic

plotNormalDensity

Density plot with a normal curve

plotDensityHistogram

Histogram with a density curve

wilcoxonPairedR

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

Plot a predicted line from a bivariate model

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

Functions to Support Extension Education Program Evaluation

scheirerRayHare

Scheirer Ray Hare test

Hypothetical data for Alexander Anderson

Hypothetical data for proportion of students passing a certification

Hypothetical data for students' breakfast habits and travel to school

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

Hypothetical data for Brendon Small and company

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for Alexander Anderson with sex bias

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation