rcompanion-package |
Functions to Support Extension Education Program Evaluation |
accuracy |
Minimum maximum accuracy, mean absolute percent error, median absolute error, root mean square error, coefficient of variation, and Efron's pseudo r-squared |
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 |
blom |
Normal scores transformation |
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 |
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 |
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 |
HayleySmith |
Hypothetical data for responses about adopting lawn care practices |
kendallW |
Kendall's W with bootstrapped confidence interval |
mangiaficoD |
Mangiafico's d |
Monarchs |
Hypothetical data for monarch butterflies in gardens |
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 |
Nurseries |
Data for proportion of good practices followed by plant nuseries |
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 |
Pennsylvania18 |
Votes for the Democratic candidate in Pennsylvania 18 in 2016 and 2018 |
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 |
PMCMRTable |
Convert PMCMR Objects to a Data Frame |
Pooh |
Hypothetical data for paired ratings of Pooh Bear |
PoohPiglet |
Hypothetical data for ratings of Pooh, Piglet, and Tigger |
quantileCI |
Quantiles and confidence intervals |
Religion |
Hypothetical data for change in religion after a caucusing event |
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 |
wilcoxonOneSampleR |
r effect size for Wilcoxon one-sample signed-rank test |
wilcoxonOneSampleRC |
Rank biserial correlation coefficient for one-sample Wilcoxon test |
wilcoxonOR |
Agresti's Generalized Odds Ratio for Stochastic Dominance |
wilcoxonPairedR |
r effect size for Wilcoxon two-sample paired signed-rank test |
wilcoxonPairedRC |
Matched-pairs rank biserial correlation coefficient |
wilcoxonPS |
Grissom and Kim's Probability of Superiority (PS) |
wilcoxonR |
r effect size for Wilcoxon two-sample rank-sum test |
wilcoxonRG |
Glass rank biserial correlation coefficient |
wilcoxonZ |
Wilcoxon z statistic |