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rcompanion (version 1.13.0)

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

12,485

Version

1.13.0

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

March 26th, 2018

Functions in rcompanion (1.13.0)

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

Hypothetical data for proportion of students passing a certification

Hypothetical data for responses about adopting lawn care practices

Hypothetical data for Brendon Small and company

Hypothetical data for students' breakfast habits and travel to school

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

Hypothetical data for ratings of instructors in unreplicated CBD

Compact letter display for lists of comparisons

Hypothetical data for Catbus and company

Hypothetical data for Alexander Anderson with sex bias

Hypothetical data for Alexander Anderson

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

Hypothetical data for ratings of Pooh, Piglet, and Tigger

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

Hypothetical data for change in religion after a caucusing event

Hypothetical data for paired ratings of Pooh Bear

Hypothetical data for monarch butterflies in gardens

Cramer's V (phi)

Convert a lower triangle matrix to a full matrix

Cohen's w (omega)

Data for proportion of good practices followed by plant nuseries

Post-hoc tests for Cochran-Mantel-Haenszel test

Cate-Nelson models for bivariate data

Epsilon-squared

Compare fit statistics for glm models

Freeman's theta

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

Groupwise Huber M-estimators and confidence intervals

Compare fit statistics for lm models

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

groupwiseMedian

Groupwise medians and confidence intervals

pairwiseDifferences

Pairwise differences for unreplicated CBD

nagelkerkeHermite

Pseudo r-squared measures for hermite models

groupwiseGeometric

Groupwise geometric means and confidence intervals

groupwisePercentile

Groupwise percentiles and confidence intervals

pairwiseModelAnova

Compare model objects with F test and likelihood ratio test

pairwiseMedianTest

Pairwise Mood's median tests

Groupwise means and confidence intervals

pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output

nominalSymmetryTest

Exact and Monte Carlo symmetry tests for paired contingency tables

pairwiseOrdinalPairedMatrix

Pairwise two-sample ordinal regression for blocked data with matrix output

Pseudo r-squared measures for various models

pairwiseOrdinalMatrix

Pairwise two-sample ordinal regression with matrix output

pairwiseOrdinalPairedTest

Pairwise two-sample ordinal regression for paired or blocked data

pairwiseNominalIndependence

Pairwise tests of independence for nominal data

pairwisePercentileTest

Pairwise permutation tests for percentiles

pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output

pairwiseMcnemar

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

pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output

pairwiseOrdinalIndependence

Pairwise tests of independence for tables with one ordered nominal variable

pairwiseOrdinalTest

Pairwise two-sample ordinal regression

rcompanion-package

rcompanion: Functions to support extension education program evaluation

wilcoxonOneSampleR

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

pairwiseSignTest

Pairwise sign tests for paired data

pairwiseRobustMatrix

Pairwise two-sample robust tests with matrix output

scheirerRayHare

Scheirer Ray Hare test

plotNormalDensity

Density plot with a normal curve

pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests

pairwiseRobustTest

Pairwise two-sample robust tests

Test of percentiles by permutation test

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

pairwisePermutationTest

Pairwise two-sample permutation tests

plotDensityHistogram

Histogram with a density curve

pairwiseSignMatrix

Pairwise sign tests for paired data with matrix output

plotNormalHistogram

Histogram with a normal curve

pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output

Plot a predicted line from a bivariate model

wilcoxonPairedR

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

Tukey's Ladder of Powers