STA 355 - Topics: Advanced Regression Analysis (1)

Following an introduction to regression course, this class will begin with a review of multiple linear and logistic models. Multinomial logistic regression and poisson regression followed by defining the class of generalized linear models will then be covered. A few basic dimension reduction techniques, non-linear models, and non-parametric models will also be explored. Finally, model selection strategies will be discussed. Prerequisite: STA 202