Robert G. Clark

Complete Sample Likelihood Estimation and Inference for Single and Multi-Stage Sample Surveys

In the analysis of sample surveys, accounting for informative sampling design is critical to ensure estimates of model parameters such as regression coefficients are not systematically biased. One popular solution is maximum pseudo-likelihood estimation, which incorporates weight...