sgee: Stagewise Generalized Estimating Equations
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 |
| 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 |
Documentation:
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