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.
|Author||Gregory Vaughan [aut, cre], Kun Chen [ctb], Jun Yan [ctb]|
|Maintainer||Gregory Vaughan <[email protected]>|
|License||GPL (>= 3)|
|Package repository||View on CRAN|
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