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