The Comparison of Logistic Regression Models

Here i am applying Baseline category logit model, proportional odds model, continuation ratio model and adjacent category logit model and comparing them and selecting the efficient model for interpreting the factors that affect the health rate of adolescences in Jimma zone, South West Ethiopia! Accordingly, the proportion odds model (satisfies the assumption) is the efficient model for this data set, and the interpretation is based on it! Hence, sex, educational status and source of water have significant impact on the health rate of adolescences.

I am Bio statistician (Msc.) and lecturer in Jimma University, Ethiopia since 2008. On going so, I teach different courses of statistics including both the advanced as well the common courses!