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IWLS Algorithm: Overview
Covers the IWLS algorithm for obtaining MLEs in regression models and discusses the likelihood ratio statistic and deviance in model fitting.
Generalized Linear Models: Theory and Applications
Explores Generalized Linear Models theory, including logistic and Poisson regression, model evaluation, and coefficient tests.