An Introduction to Generalized Linear Models, First Edition (Chapman & Hall/CRC Texts in Statistical Science)
Description
An undergraduate-level introduction to the topic of generalized linear modelsAn Introduction to Generalized Linear Models-a new edition of An Introduction to Statistical Modelling-demonstrates how generalized linear models provide a unifying framework for many commonly used multivariate statistical methods, including multiple regression and analysis of variance or covariance for continuous response data, logistic regression for binary responses, and log-linear models for counted responses. The theory for these models is developed using the exponential family of distributions, maximum likeli...
ISBN(s)
0412311100, 9780412311109
