Stagewise techniques implemented with Generalized Estimating Equations to handle individual, group, bi-level, and interaction selection. Stagewise approaches start with an empty model and slowly build the model over several iterations, which yields a 'path' of candidate models from which model selection can be performed. This 'slow brewing' approach gives stagewise techniques a unique flexibility that allows simple incorporation of Generalized Estimating Equations; see Vaughan, G., Aseltine, R., Chen, K., Yan, J., (2017) <doi:10.1111/biom.12669> for details.
| Version: | 0.6-0 |
| Depends: | R (≥ 3.0.0) |
| Imports: | mvtnorm, copula, stats, utils |
| Published: | 2018-01-08 |
| DOI: | 10.32614/CRAN.package.sgee |
| Author: | Gregory Vaughan [aut, cre], Kun Chen [ctb], Jun Yan [ctb] |
| Maintainer: | Gregory Vaughan <gvaughan at bentley.edu> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | ChangeLog |
| CRAN checks: | sgee results |
| Reference manual: | sgee.html , sgee.pdf |
| Package source: | sgee_0.6-0.tar.gz |
| Windows binaries: | r-devel: sgee_0.6-0.zip, r-release: sgee_0.6-0.zip, r-oldrel: sgee_0.6-0.zip |
| macOS binaries: | r-release (arm64): sgee_0.6-0.tgz, r-oldrel (arm64): sgee_0.6-0.tgz, r-release (x86_64): sgee_0.6-0.tgz, r-oldrel (x86_64): sgee_0.6-0.tgz |
| Old sources: | sgee archive |
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