Stagewise Generalized Estimating Equations
Bi-Level Stagewise Estimating Equations Implementation
deltaFinder
deltaValue
Correlation Matrix Generator.
Response and Covariate Data Generation
Hierarchical Stagewise Estimating Equations Implementation.
Interaction stagewise estimating equations
Mini Simulator
Coefficient Traceplot Function
print function for sgee
print function for sgee summaries
samplingDistCalculation
Stagewise Estimating Equations Implementation
sgee: Stagewise Generalized Estimating Equations
Auxiliary for Controlling SGEE fitting
subsample
Coefficient Path summary
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.