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rcompanion (version 2.2.1)

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

23,646

Version

2.2.1

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

May 29th, 2019

Functions in rcompanion (2.2.1)

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

Cate-Nelson models for bivariate data

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

Convert a lower triangle matrix to a full matrix

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

Data for proportion of good practices followed by plant nuseries

Freeman's theta

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

Hypothetical data for monarch butterflies in gardens

Cohen's g and odds ratio for paired contingency tables

Hypothetical data for ratings of Pooh, Piglet, and Tigger

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

pairwiseOrdinalPairedMatrix

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

pairwiseOrdinalPairedTest

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

Hypothetical data for Alexander Anderson with sex bias

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

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

Hypothetical data for paired ratings of Pooh Bear

Compact letter display for lists of comparisons

pairwiseSignTest

[Defunct!] Pairwise sign tests

wilcoxonPairedR

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

groupwiseMedian

Groupwise medians and confidence intervals

Hypothetical data for change in religion after a caucusing event

groupwisePercentile

Groupwise percentiles and confidence intervals

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

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

Compare fit statistics for lm models

Cramer's V (phi)

Cohen's w (omega)

Groupwise Huber M-estimators and confidence intervals

Compare fit statistics for glm models

Groupwise means and confidence intervals

Pseudo r-squared measures for various models

pairwiseMedianTest

Pairwise Mood's median tests

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

nagelkerkeHermite

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

pairwiseRobustMatrix

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

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

pairwiseMcnemar

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

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwisePermutationTest

Pairwise two-sample permutation tests

plotNormalDensity

Density plot with a normal curve

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

scheirerRayHare

Scheirer Ray Hare test

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

pairwisePercentileTest

Pairwise permutation tests for percentiles

plotNormalHistogram

Histogram with a normal curve

Epsilon-squared

Test of percentiles by permutation test

Vargha and Delaney's A

Post-hoc tests for Cochran-Mantel-Haenszel test

Tukey's Ladder of Powers

groupwiseGeometric

Groupwise geometric means and confidence intervals

wilcoxonOneSampleR

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

plotDensityHistogram

Histogram with a density curve

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

pairwiseOrdinalMatrix

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

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

Plot a predicted line from a bivariate model

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

Functions to Support Extension Education Program Evaluation

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

Hypothetical data for students' breakfast habits and travel to school

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for Brendon Small and company

Hypothetical data for proportion of students passing a certification

Hypothetical data for Alexander Anderson

Hypothetical data for Catbus and company

Hypothetical data for responses about adopting lawn care practices