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rcompanion (version 2.0.3)

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

36,659

Version

2.0.3

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

November 18th, 2018

Functions in rcompanion (2.0.3)

Compact letter display for lists of comparisons

Cramer's V (phi)

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

Groupwise Huber M-estimators and confidence intervals

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

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

groupwiseGeometric

Groupwise geometric means and confidence intervals

pairwiseMedianTest

Pairwise Mood's median tests

Hypothetical data for change in religion after a caucusing event

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Cohen's g and odds ratio for paired contingency tables

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

Convert a lower triangle matrix to a full matrix

groupwisePercentile

Groupwise percentiles and confidence intervals

Cate-Nelson models for bivariate data

Hypothetical data for responses about adopting lawn care practices

Post-hoc tests for Cochran-Mantel-Haenszel test

Compare fit statistics for glm models

Hypothetical data for monarch butterflies in gardens

pairwiseRobustMatrix

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

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

pairwiseMcnemar

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

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

pairwisePercentileTest

Pairwise permutation tests for percentiles

plotNormalDensity

Density plot with a normal curve

plotNormalHistogram

Histogram with a normal curve

Hypothetical data for paired ratings of Pooh Bear

Epsilon-squared

Compare fit statistics for lm models

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

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

Cohen's w (omega)

Pseudo r-squared measures for various models

Data for proportion of good practices followed by plant nuseries

Freeman's theta

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

nagelkerkeHermite

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

Groupwise means and confidence intervals

groupwiseMedian

Groupwise medians and confidence intervals

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

pairwiseOrdinalPairedMatrix

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

pairwiseOrdinalPairedTest

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

scheirerRayHare

Scheirer Ray Hare test

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

Tukey's Ladder of Powers

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

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

pairwiseSignTest

[Defunct!] Pairwise sign tests

pairwisePermutationTest

Pairwise two-sample permutation tests

pairwiseOrdinalMatrix

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

Plot a predicted line from a bivariate model

wilcoxonPairedR

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

wilcoxonOneSampleR

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

rcompanion-package

rcompanion: Functions to Support Extension Education Program Evaluation

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

Test of percentiles by permutation test

plotDensityHistogram

Histogram with a density curve

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for students' breakfast habits and travel to school

Hypothetical data for Brendon Small and company

Hypothetical data for proportion of students passing a certification

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

Hypothetical data for Alexander Anderson

Hypothetical data for Alexander Anderson with sex bias

Hypothetical data for Catbus and company