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.
| 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 + fileLICENSE |
| URL: | https://github.com/bbolker/prediction |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | prediction results |