1 Introduction  
2 Problem Statements  
3 Use of Informative Covariates in the Model  
4 Regressing on the Selection Process  
5 Weighted Likelihood Adjustments  
6 Simulations  
7 Application to Heavy Metal Biomonitoring Data  
8 Discussion