Tidy, Type-Safe 'prediction()' Methods R package prediction version 0.3.18 A one-function package containing prediction(), a type-safe alternative to predict() that always returns a data frame. The summary() method provides a data frame with average predictions, possibly over counterfactual versions of the data (à la the margins command in 'Stata'). Marginal effect estimation is provided by the related package, 'margins' <https://cran.r-project.org/package=margins>. The package currently supports common model types (e.g., lm, glm) from the 'stats' package, as well as numerous other model classes from other add-on packages. See the README file or main package documentation page for a complete listing. Software Depends: R (>= 3.5.0) Imports: utils, stats, data.table Suggests: datasets, methods, testthat Enhances: AER, aod, betareg, biglm, brglm, caret, crch, e1071, earth, ff, gam (>= 1.15), gee, glmnet, glmx, kernlab, lme4, MASS, mclogit, mda, mlogit, MNP, nlme, nnet, ordinal, plm, pscl, quantreg, rpart, sampleSelection, speedglm, survey (>= 3.31-5), survival, truncreg, VGAM Ben Bolker <bolker@mcmaster.ca> Comprehensive R Archive Network (CRAN) Thomas J. Leeper [aut] (ORCID: <https://orcid.org/0000-0003-4097-6326>), Carl Ganz [ctb], Vincent Arel-Bundock [ctb] (ORCID: <https://orcid.org/0000-0003-2042-7063>), Ben Bolker [ctb, cre] (ORCID: <https://orcid.org/0000-0002-2127-0443>) MIT + file LICENSE (https://CRAN.R-project.org/package=prediction/LICENSE) 2024-06-11 application/tgz https://CRAN.R-project.org/package=prediction doi:10.32614/CRAN.package.prediction