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rcompanion (version 2.2.2)

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

10,339

Version

2.2.2

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

July 27th, 2019

Functions in rcompanion (2.2.2)

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

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

Hypothetical data for paired ratings of Pooh Bear

Cate-Nelson models for bivariate data

Hypothetical data for responses about adopting lawn care practices

Hypothetical data for Catbus and company

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

Compact letter display for lists of comparisons

Hypothetical data for students' breakfast habits and travel to school

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Post-hoc tests for Cochran-Mantel-Haenszel test

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

Cohen's g and odds ratio for paired contingency tables

Hypothetical data for change in religion after a caucusing event

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

Compare fit statistics for lm models

Cramer's V (phi)

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

groupwiseGeometric

Groupwise geometric means and confidence intervals

Hypothetical data for Alexander Anderson

Cohen's w (omega)

Compare fit statistics for glm models

Hypothetical data for Alexander Anderson with sex bias

Kendall's W with bootstrapped confidence interval

pairwiseMedianTest

Pairwise Mood's median tests

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

nagelkerkeHermite

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

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

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

pairwiseSignTest

[Defunct!] Pairwise sign tests

Test of percentiles by permutation test

Pseudo r-squared measures for various models

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

pairwisePermutationTest

Pairwise two-sample permutation tests

pairwiseRobustMatrix

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

Epsilon-squared

pairwisePercentileTest

Pairwise permutation tests for percentiles

wilcoxonPairedR

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

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

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

scheirerRayHare

Scheirer Ray Hare test

Functions to Support Extension Education Program Evaluation

Hypothetical data for proportion of students passing a certification

Hypothetical data for monarch butterflies in gardens

Hypothetical data for Brendon Small and company

groupwiseMedian

Groupwise medians and confidence intervals

groupwisePercentile

Groupwise percentiles and confidence intervals

Data for proportion of good practices followed by plant nuseries

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

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

plotNormalHistogram

Histogram with a normal curve

pairwiseOrdinalPairedTest

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

pairwiseMcnemar

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

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

Tukey's Ladder of Powers

Convert a lower triangle matrix to a full matrix

Groupwise means and confidence intervals

Freeman's theta

Groupwise Huber M-estimators and confidence intervals

Plot a predicted line from a bivariate model

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

pairwiseOrdinalMatrix

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

pairwiseOrdinalPairedMatrix

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

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

plotDensityHistogram

Histogram with a density curve

Vargha and Delaney's A

wilcoxonOneSampleR

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

plotNormalDensity

Density plot with a normal curve

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation