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  