1 Introduction
2 Background and Notation
3 Unweighted Analysis
4 Models with Survey Weight Adjustments
5 Likelihood-based Inference Using the Sample Distribution
6 Binomial Likelihood Special Cases
7 Simulation Study
8 Poverty Estimate Data Analysis
9 Conclusion