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rcompanion (version 2.3.26)

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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Install

install.packages('rcompanion')

Monthly Downloads

14,797

Version

2.3.26

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

November 5th, 2020

Functions in rcompanion (2.3.26)

Hypothetical data for paired ratings of Pooh Bear

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

Hypothetical data for change in religion after a caucusing event

Convert PMCMR Objects to a Data Frame

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

Hypothetical data for ratings of Pooh, Piglet, and Tigger

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

Data for proportion of good practices followed by plant nuseries

Epsilon-squared

Hypothetical data for monarch butterflies in gardens

Compact letter display for lists of comparisons

Cohen's w (omega)

Compare fit statistics for glm models

groupwisePercentile

Groupwise percentiles and confidence intervals

groupwiseMedian

Groupwise medians and confidence intervals

Freeman's theta

Convert a lower triangle matrix to a full matrix

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

Cramer's V (phi)

Compare fit statistics for lm models

pairwiseMedianTest

Pairwise Mood's median tests

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

Kendall's W with bootstrapped confidence interval

pairwiseMcnemar

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

pairwiseOrdinalPairedTest

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

pairwiseOrdinalPairedMatrix

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

ordinalEtaSquared

Eta-squared for ordinal variables

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

Groupwise means and confidence intervals

Groupwise Huber M-estimators and confidence intervals

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

Test of percentiles by permutation test

pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output

pairwiseSignTest

[Defunct!] Pairwise sign tests

wilcoxonPairedR

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

Hypothetical data for Alexander Anderson with sex bias

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

plotNormalDensity

Density plot with a normal curve

pairwisePercentileTest

Pairwise permutation tests for percentiles

Plot a predicted line from a bivariate model

pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression

plotDensityHistogram

Histogram with a density curve

plotNormalHistogram

Histogram with a normal curve

wilcoxonOneSampleR

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

wilcoxonOneSampleRC

Rank biserial correlation coefficient for one-sample Wilcoxon test

Pseudo r-squared measures for various models

Normal scores transformation

Cate-Nelson models for bivariate data

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

Post-hoc tests for Cochran-Mantel-Haenszel test

Cohen's g and odds ratio for paired contingency tables

pairwiseOrdinalMatrix

[Defunct!] Pairwise two-sample ordinal regression 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

Tukey's Ladder of Powers

pairwisePermutationTest

Pairwise two-sample permutation tests

Vargha and Delaney's A

scheirerRayHare

Scheirer Ray Hare test

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

Glass rank biserial correlation coefficient

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

wilcoxonPairedRC

Matched-pairs rank biserial correlation coefficient

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

pairwiseRobustMatrix

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

Quantiles and confidence intervals

pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests

groupwiseGeometric

Groupwise geometric means and confidence intervals

nagelkerkeHermite

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

Functions to Support Extension Education Program Evaluation

Wilcoxon z statistic

Hypothetical data for responses about adopting lawn care practices

Hypothetical data for Catbus and company

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

Hypothetical data for Brendon Small and company

Hypothetical data for proportion of students passing a certification

Hypothetical data for ratings of instructors in unreplicated CBD

Hypothetical data for students' breakfast habits and travel to school

Hypothetical data for Alexander Anderson