Doubly Robust Generalized Estimating Equations
Cluster-center a design matrix around cluster means
Doubly Robust Generalized Estimating Equations
Doubly Robust Generalized Estimating Equations
Extracting Variables and Model Matrices for Generalized Estimating equ...
Non Linear Equation System Solving
Generalized Estimating Equations
Get the (conditional) score residuals from conditional logistic regres...
Robust Variance Calculation
Fit restricted mean models for the conditional association between an exposure and an outcome, given covariates. Three methods are implemented: O-estimation, where a nuisance model for the association between the covariates and the outcome is used; E-estimation where a nuisance model for the association between the covariates and the exposure is used, and doubly robust (DR) estimation where both nuisance models are used. In DR-estimation, the estimates will be consistent when at least one of the nuisance models is correctly specified, not necessarily both. For more information, see Zetterqvist and Sjölander (2015) <doi:10.1515/em-2014-0021>.