Estimates heterogeneous effects in factorial (and conjoint) models. The methodology employs a Bayesian finite mixture of regularized logistic regressions, where moderators can affect each observation's probability of group membership and a sparsity-inducing prior fuses together levels of each factor while respecting ANOVA-style sum-to-zero constraints. Goplerud, Imai, and Pashley (2024) <doi:10.48550/ARXIV.2201.01357> provide further details.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.4.0) |
| Imports: | Rcpp (≥ 1.0.1), Matrix, ggplot2, ParamHelpers, mlr, mlrMBO, smoof, lbfgs, methods, utils, stats |
| LinkingTo: | Rcpp, RcppEigen (≥ 0.3.3.4.0) |
| Suggests: | FNN, RSpectra, mclust, ranger, tgp, testthat, covr, tictoc |
| Published: | 2025-01-13 |
| DOI: | 10.32614/CRAN.package.FactorHet |
| Author: | Max Goplerud [aut, cre], Nicole E. Pashley [aut], Kosuke Imai [aut] |
| Maintainer: | Max Goplerud <mgoplerud at austin.utexas.edu> |
| BugReports: | https://github.com/mgoplerud/FactorHet/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/mgoplerud/FactorHet |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | FactorHet results |
| Reference manual: | FactorHet.pdf |
| Package source: | FactorHet_1.0.0.tar.gz |
| Windows binaries: | r-devel: FactorHet_1.0.0.zip, r-release: FactorHet_1.0.0.zip, r-oldrel: FactorHet_1.0.0.zip |
| macOS binaries: | r-devel (arm64): FactorHet_1.0.0.tgz, r-release (arm64): FactorHet_1.0.0.tgz, r-oldrel (arm64): FactorHet_1.0.0.tgz, r-devel (x86_64): FactorHet_1.0.0.tgz, r-release (x86_64): FactorHet_1.0.0.tgz, r-oldrel (x86_64): FactorHet_1.0.0.tgz |
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