The book titled, Linear Probility Models and Practices, covers the definition of categorical data, contingency tables and relationship analysis using categorical data, two-state models, multinomial logit models, ordinal regression model, stepwise logit models, regression models for census data, censored models, Markov regime switching models, the use of panel data in examining the automative market for Bric-T countries, life analysis, non-linear models in categorical data and nested logit models. Thus, the book intends to help researchers working in the fields of Statistics, Business Administration, Economics, Econometrics, Biostatistics, Engineering, Educational Sciences, Mathematics, etc. of universities.