MSIA 401: Predictive Analytics I

Quarter Offered

Fall ; Ajit Tamhane


This course covers linear parametric methods of regression and classification, including multiple regression, binary logistic regression, multinomial (nominal and ordinal) logistic regression, discriminant analysis, and generalized linear models. R software is used to apply the methods to real data sets. A large data analysis group project is required.