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rcompanion (version 2.0.0)

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

29,271

Version

2.0.0

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

August 14th, 2018

Functions in rcompanion (2.0.0)

Hypothetical data for Catbus and company

Cohen's w (omega)

Groupwise means and confidence intervals

groupwiseMedian

Groupwise medians and confidence intervals

pairwiseOrdinalPairedMatrix

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

pairwiseOrdinalPairedTest

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

pairwiseSignTest

Pairwise sign tests for paired data

pairwiseSignMatrix

Pairwise sign tests for paired data with matrix output

Cohen's g and odds ratio for paired contingency tables

Convert a lower triangle matrix to a full matrix

Plot a predicted line from a bivariate model

rcompanion-package

rcompanion: Functions to Support Extension Education Program Evaluation

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for students' breakfast habits and travel to school

Post-hoc tests for Cochran-Mantel-Haenszel test

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

Hypothetical data for monarch butterflies in gardens

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

Data for proportion of good practices followed by plant nuseries

pairwiseOrdinalMatrix

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

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwisePermutationTest

Pairwise two-sample permutation tests

Compare fit statistics for glm models

Compare fit statistics for lm models

groupwisePercentile

Groupwise percentiles and confidence intervals

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

Test of percentiles by permutation test

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

Hypothetical data for Brendon Small and company

plotDensityHistogram

Histogram with a density curve

Hypothetical data for proportion of students passing a certification

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

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

wilcoxonOneSampleR

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

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

wilcoxonPairedR

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

Hypothetical data for paired ratings of Pooh Bear

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Hypothetical data for change in religion after a caucusing event

Epsilon-squared

Cramer's V (phi)

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

Freeman's theta

plotNormalDensity

Density plot with a normal curve

plotNormalHistogram

Histogram with a normal curve

groupwiseGeometric

Groupwise geometric means and confidence intervals

Groupwise Huber M-estimators and confidence intervals

pairwiseMedianTest

Pairwise Mood's median tests

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

Hypothetical data for Alexander Anderson

Hypothetical data for Alexander Anderson with sex bias

Pseudo r-squared measures for various models

nagelkerkeHermite

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

pairwiseMcnemar

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

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

pairwisePercentileTest

Pairwise permutation tests for percentiles

pairwiseRobustMatrix

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

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

scheirerRayHare

Scheirer Ray Hare test

Tukey's Ladder of Powers

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

Hypothetical data for responses about adopting lawn care practices

Compact letter display for lists of comparisons

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

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

Cate-Nelson models for bivariate data