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rcompanion (version 2.3.7)

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

29,271

Version

2.3.7

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

September 29th, 2019

Functions in rcompanion (2.3.7)

Hypothetical data for change in religion after a caucusing event

Cohen's w (omega)

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

Convert a lower triangle matrix to a full matrix

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

Convert PMCMR Objects to a Data Frame

Freeman's theta

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

Normal scores transformation

Hypothetical data for paired ratings of Pooh Bear

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Cohen's g and odds ratio for paired contingency tables

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

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

nagelkerkeHermite

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

groupwiseMedian

Groupwise medians and confidence intervals

groupwisePercentile

Groupwise percentiles and confidence intervals

Cate-Nelson models for bivariate data

Post-hoc tests for Cochran-Mantel-Haenszel test

pairwiseMedianTest

Pairwise Mood's median tests

Compact letter display for lists of comparisons

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

Hypothetical data for monarch butterflies in gardens

Data for proportion of good practices followed by plant nuseries

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

Groupwise means and confidence intervals

groupwiseGeometric

Groupwise geometric means and confidence intervals

Groupwise Huber M-estimators and confidence intervals

Compare fit statistics for lm models

Cramer's V (phi)

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

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

Kendall's W with bootstrapped confidence interval

Tukey's Ladder of Powers

pairwiseOrdinalPairedTest

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

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

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

pairwiseSignTest

[Defunct!] Pairwise sign tests

Test of percentiles by permutation test

Epsilon-squared

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

Pseudo r-squared measures for various models

pairwiseOrdinalMatrix

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

pairwisePercentileTest

Pairwise permutation tests for percentiles

pairwiseOrdinalPairedMatrix

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

Vargha and Delaney's A

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

pairwisePermutationTest

Pairwise two-sample permutation tests

pairwiseMcnemar

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

pairwiseRobustMatrix

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

plotNormalDensity

Density plot with a normal curve

wilcoxonOneSampleR

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

wilcoxonPairedR

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

plotNormalHistogram

Histogram with a normal curve

plotDensityHistogram

Histogram with a density curve

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

scheirerRayHare

Scheirer Ray Hare test

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

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

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

Plot a predicted line from a bivariate model

Wilcoxon z statistic

Functions to Support Extension Education Program Evaluation

Hypothetical data for responses about adopting lawn care practices

Hypothetical data for students' breakfast habits and travel to school

Hypothetical data for Alexander Anderson with sex bias

Hypothetical data for Catbus and company

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

Hypothetical data for Brendon Small and company

Hypothetical data for Alexander Anderson

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for proportion of students passing a certification