Modeling and variable selection in epidemiologic analysis.
Modeling and variable selection in epidemiologic analysis.
This paper provides an overview of problems in multivariate modeling of epidemiologic data, and examines some proposed solutions. Special attention is given to the task of model selection, which involves selection of the model form, selection of the variables to enter the model, and selection of the form of these …