Presenting Statistical Results Effectively

Includes functions and data used in the book "Presenting Statistical Results Effectively", Andersen and Armstrong (2022, ISBN: 978-1446269800). Several functions aid in data visualization - creating compact letter displays for simple slopes, kernel density estimates with normal density overlay. Other functions aid in post-model evaluation heatmap fit statistics for binary predictors, several variable importance measures, compact letter displays and simple-slope calculation. Finally, the package makes available the example datasets used in the book.


Reference manual

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install.packages("psre")

0.4 by Dave Armstrong, 10 months ago


Browse source code at https://github.com/cran/psre


Authors: Dave Armstrong [aut, cre] , Robert Andersen [aut] , Justin Esarey [cph] , John Fox [cph] , Michael Friendly [cph] , Adrian Bowman [cph] , Adelchi Azzalini [cph] , Dewey Michael [cph]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, MASS, car, nortest, marginaleffects, ggplot2, boot, grid, cowplot, fANCOVA, dplyr, tidyr, utils, magrittr, tibble, sm, multcomp, rlang, ggrepel, mgcv, VizTest

Suggests ggeffects, nnet


Suggested by VizTest.


See at CRAN