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rcompanion (version 2.4.1)

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

10,815

Version

2.4.1

License

GPL-3

Maintainer

Salvatore Mangiafico

Last Published

May 18th, 2021

Functions in rcompanion (2.4.1)

BobBelcher

Hypothetical data for ratings of instructors in unreplicated CBD
Breakfast

Hypothetical data for students' breakfast habits and travel to school
AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation
AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation
Religion

Hypothetical data for change in religion after a caucusing event
cldList

Compact letter display for lists of comparisons
accuracy

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

Cliff's delta
epsilonSquared

Epsilon-squared
cramerVFit

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

Groupwise sums
Catbus

Hypothetical data for Catbus and company
nagelkerkeHermite

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

Exact and McNemar symmetry tests for paired contingency tables
kendallW

Kendall's W with bootstrapped confidence interval
freemanTheta

Freeman's theta
pairwisePermutationMatrix

Pairwise two-sample permutation tests with matrix output
pairwisePermutationSymmetry

Pairwise two-sample permutation symmetry tests
fullPTable

Convert a lower triangle matrix to a full matrix
blom

Normal scores transformation
pairwiseMedianTest

Pairwise Mood's median tests
cateNelson

Cate-Nelson models for bivariate data
pairwiseModelAnova

Compare model objects with F test and likelihood ratio test
HayleySmith

Hypothetical data for responses about adopting lawn care practices
pairwiseOrdinalTest

[Defunct!] Pairwise two-sample ordinal regression
pairwisePercentileTest

Pairwise permutation tests for percentiles
pairwiseSignMatrix

[Defunct!] Pairwise sign tests with matrix output
wilcoxonPS

Grissom and Kim's Probability of Superiority (PS)
pairwiseSignTest

[Defunct!] Pairwise sign tests
wilcoxonOneSampleRC

Rank biserial correlation coefficient for one-sample Wilcoxon test
PMCMRTable

Convert PMCMR Objects to a Data Frame
wilcoxonOR

Agresti's Generalized Odds Ratio for Stochastic Dominance
Pennsylvania18

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

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

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

Groupwise medians and confidence intervals
cohenG

Cohen's g and odds ratio for paired contingency tables
groupwisePercentile

Groupwise percentiles and confidence intervals
multiVDA

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

Histogram with a density curve
wilcoxonR

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

Density plot with a normal curve
wilcoxonRG

Glass rank biserial correlation coefficient
BrendonSmall

Hypothetical data for Brendon Small and company
scheirerRayHare

Scheirer Ray Hare test
spearmanRho

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

Hypothetical data for monarch butterflies in gardens
Nurseries

Data for proportion of good practices followed by plant nuseries
BullyHill

Hypothetical data for proportion of students passing a certification
cohenW

Cohen's w (omega)
pairwiseNominalIndependence

Pairwise tests of independence for nominal data
nagelkerke

Pseudo r-squared measures for various models
pairwisePermutationSymmetryMatrix

Pairwise two-sample permutation symmetry tests with matrix output
pairwiseNominalMatrix

Pairwise tests of independence for nominal data with matrix output
pairwisePermutationTest

Pairwise two-sample permutation tests
plotNormalHistogram

Histogram with a normal curve
plotPredy

Plot a predicted line from a bivariate model
wilcoxonPairedR

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

Hypothetical data for Alexander Anderson
wilcoxonPairedRC

Matched-pairs rank biserial correlation coefficient
Pooh

Hypothetical data for paired ratings of Pooh Bear
groupwiseMean

Groupwise means and confidence intervals
AndersonBias

Hypothetical data for Alexander Anderson with sex bias
pairwiseMcnemar

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

Groupwise Huber M-estimators and confidence intervals
compareGLM

Compare fit statistics for glm models
compareLM

Compare fit statistics for lm models
cramerV

Cramer's V (phi)
PoohPiglet

Hypothetical data for ratings of Pooh, Piglet, and Tigger
pairwiseMedianMatrix

Pairwise Mood's median tests with matrix output
groupwiseCMH

Post-hoc tests for Cochran-Mantel-Haenszel test
ordinalEtaSquared

Eta-squared for ordinal variables
groupwiseGeometric

Groupwise geometric means and confidence intervals
pairwiseDifferences

[Defunct!] Pairwise differences for unreplicated CBD
pairwiseOrdinalPairedMatrix

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

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

Pairwise tests of independence for tables with one ordered nominal variable
pairwiseOrdinalMatrix

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

Test of percentiles by permutation test
vda

Vargha and Delaney's A
pairwiseRobustTest

[Defunct!] Pairwise two-sample robust tests
pairwiseRobustMatrix

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

Tukey's Ladder of Powers
quantileCI

Quantiles and confidence intervals
phi

phi
rcompanion

Functions to Support Extension Education Program Evaluation
wilcoxonZ

Wilcoxon z statistic