Linear regression is a powerful and long-established statistical tool that is commonly used across applied sciences, economics and many other fields. Linear regression considers the relationship ...

An introduction to the theory and application of generalized linear models for the analysis of continuous, categorical, count and survival data. Topics include: normal regression, analysis of variance ...

linear regression, logistic regression for binary data, models for ordered and unordered (nominal) responses, log-linear models for count data and contingency tables, and models for survival (duration ...