Predictive Analytics

Parametric Models for Regression and Classification Using R

af Ajit C. (Northwestern University) Tamhane

Provides a foundation in classical parametric methods of regression and classification essential for pursuing advanced topics in predictive analytics and statistical learning This book covers a broad range of topics in parametric regression and classification including multiple regression, logistic regression (binary and multinomial), discriminant analysis, Bayesian classification, generalized linear models and Cox regression for survival data. The book also gives brief introductions to some mod... (Læs mere)