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 (Ã 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.
Version: 0.3.18 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 Published: 2024-06-11 DOI: 10.32614/CRAN.package.prediction Author: Thomas J. Leeper [aut], Carl Ganz [ctb], Vincent Arel-Bundock [ctb], Ben Bolker [ctb, cre] Maintainer: Ben Bolker <bolker at mcmaster.ca> BugReports: https://github.com/bbolker/prediction/issues License: MIT + file LICENSE URL: https://github.com/bbolker/prediction NeedsCompilation: no Materials: README NEWS CRAN checks: prediction results Documentation: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=prediction to link to this page.
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