All functions

Anderson

Hypothetical data for Alexander Anderson

AndersonBias

Hypothetical data for Alexander Anderson with gender bias

AndersonRainBarrel

Hypothetical data for Alexander Anderson on rain barrel installation

AndersonRainGarden

Hypothetical data for Alexander Anderson on rain garden installation

BobBelcher

Hypothetical data for ratings of instructors in unreplicated CBD

Breakfast

Hypothetical data for students' breakfast habits and travel to school

BrendonSmall

Hypothetical data for Brendon Small and company

BullyHill

Hypothetical data for proportion of students passing a certification

Catbus

Hypothetical data for Catbus and company

HayleySmith

Hypothetical data for responses about adopting lawn care practices

Monarchs

Hypothetical data for monarch butterflies in gardens

Nurseries

Data for proportion of good practices followed by plant nuseries

PMCMRTable()

Convert PMCMR Objects to a Data Frame

Pennsylvania18

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

Pooh

Hypothetical data for paired ratings of Pooh Bear

PoohPiglet

Hypothetical data for ratings of Pooh, Piglet, and Tigger

Religion

Hypothetical data for change in religion after a caucusing event

accuracy()

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

blom()

Normal scores transformation

cateNelson()

Cate-Nelson models for bivariate data

cateNelsonFixedY()

Cate-Nelson models for bivariate data with a fixed critical Y value

cldList()

Compact letter display for lists of comparisons

cliffDelta()

Cliff's delta

cohenG()

Cohen's g and odds ratio for paired contingency tables

cohenH()

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

cohenW()

Cohen's w (omega)

compareGLM()

Compare fit statistics for glm models

compareLM()

Compare fit statistics for lm models

correlation()

Correlation and measures of association

countRSquare()

Count pseudo r-squared for logistic and other binary outcome models

cramerV()

Cramer's V (phi)

cramerVFit()

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

efronRSquared()

Efron's pseudo r-squared

epsilonSquared()

Epsilon-squared

freemanTheta()

Freeman's theta

fullPTable()

Convert a lower triangle matrix to a full matrix

groupwiseCMH()

Post-hoc tests for Cochran-Mantel-Haenszel test

groupwiseGeometric()

Groupwise geometric means and confidence intervals

groupwiseHuber()

Groupwise Huber M-estimators and confidence intervals

groupwiseMean()

Groupwise means and confidence intervals

groupwiseMedian()

Groupwise medians and confidence intervals

groupwisePercentile()

Groupwise percentiles and confidence intervals

groupwiseSum()

Groupwise sums

kendallW()

Kendall's W with bootstrapped confidence interval

mangiaficoD()

Mangiafico's d

multiMangiaficoD()

Mangiafico's d

multiVDA()

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

nagelkerke()

Pseudo r-squared measures for various models

nagelkerkeHermite()

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

nominalSymmetryTest()

Exact and McNemar symmetry tests for paired contingency tables

oneSampleDominance()

Dominance statistic for one-sample data

ordinalEtaSquared()

Eta-squared for ordinal variables

pairedSampleDominance()

Dominance statistic for two-sample paired data

pairwiseDifferences()

[Defunct!] Pairwise differences for unreplicated CBD

pairwiseMcnemar()

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

pairwiseMedianMatrix()

Pairwise Mood's median tests with matrix output

pairwiseMedianTest()

Pairwise Mood's median tests

pairwiseModelAnova()

Compare model objects with F test and likelihood ratio test

pairwiseNominalIndependence()

Pairwise tests of independence for nominal data

pairwiseNominalMatrix()

Pairwise tests of independence for nominal data with matrix output

pairwiseOrdinalIndependence()

Pairwise tests of independence for tables with one ordered nominal variable

pairwiseOrdinalMatrix()

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

pairwiseOrdinalPairedMatrix()

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

pairwiseOrdinalPairedTest()

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

pairwiseOrdinalTest()

[Defunct!] Pairwise two-sample ordinal regression

pairwisePercentileTest()

Pairwise permutation tests for percentiles

pairwisePermutationMatrix()

Pairwise two-sample independence tests with matrix output

pairwisePermutationSymmetry()

Pairwise two-sample symmetry tests

pairwisePermutationSymmetryMatrix()

Pairwise two-sample symmetry tests with matrix output

pairwisePermutationTest()

Pairwise two-sample independence tests

pairwiseRobustMatrix()

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

pairwiseRobustTest()

[Defunct!] Pairwise two-sample robust tests

pairwiseSignMatrix()

[Defunct!] Pairwise sign tests with matrix output

pairwiseSignTest()

[Defunct!] Pairwise sign tests

percentileTest()

Test of percentiles by permutation test

phi()

phi

plotDensityHistogram()

Histogram with a density curve

plotNormalDensity()

Density plot with a normal curve

plotNormalHistogram()

Histogram with a normal curve

plotPredy()

Plot a predicted line from a bivariate model

quantileCI()

Quantiles and confidence intervals

rcompanion-package

Functions to Support Extension Education Program Evaluation

scheirerRayHare()

Scheirer Ray Hare test

spearmanRho()

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

transformTukey()

Tukey's Ladder of Powers

vda()

Vargha and Delaney's A

wilcoxonOR()

Agresti's Generalized Odds Ratio for Stochastic Dominance

wilcoxonOneSampleR()

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

wilcoxonOneSampleRC()

Rank biserial correlation coefficient for one-sample Wilcoxon test

wilcoxonPS()

Grissom and Kim's Probability of Superiority (PS)

wilcoxonPairedR()

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

wilcoxonPairedRC()

Matched-pairs rank biserial correlation coefficient

wilcoxonR()

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

wilcoxonRG()

Glass rank biserial correlation coefficient

wilcoxonZ()

Wilcoxon z statistic