Explicit Application of Two Level Multi-Level Logistic Regression

A statistical model represents, often in considerably idealized form, the data-generating process. The assumptions embodied by a statistical model describe a set of probability distributions, some of which are assumed to adequately approximate the distribution from which a particular data set is sampled. Multilevel models are statistical models of parameters that vary at more than one level and data's are structured in groups and coefficients can vary by group. In multilevel research, the structure of data in the population is hierarchical, and a sample from such a population can be viewed as a multistage sample. Additionally the intention of this project is to explore how does the effects of men to use condom depend on the district levels using national representative of 2004 Bangladesh DHS Dataset. Under this project men with higher education levels, men who live in an urban area rather than a rural area, and men being Orthodox rather than Muslim will have more understanding about the use of condom and this will lead to use condom in Bangladesh.