In recent years there has been considerable research devoted to the development of methods for the analysis of incomplete data in longitudinal studies. Despite these advances, the methods used in ...

The Annals of Statistics, Vol. 39, No. 1 (February 2011), pp. 389-417 (29 pages) Clustered binary data with a large number of covariates have become increasingly common in many scientific disciplines.

"Logistic and Poisson Regression," Wednesday, November 5: The fourth LISA mini course focuses on appropriate model building for categorical response data, specifically binary and count data. The most ...