Many population-based surveys have binary responses from a large number of individuals in each household within small areas. One example is the Nepal Living Standards Survey (NLSS II), which health status data (good versus poor) for individual sampled households (sub-areas) are available wards (small areas). To make an inference finite population proportion household, we use sub-area logistic r...