ISBN-13: 9780824790349 / Angielski / Twarda / 2000 / 442 str.
ISBN-13: 9780824790349 / Angielski / Twarda / 2000 / 442 str.
Describes how to conceptualize, perform, and critique traditional generalized linear models (GLMs) from a Bayesian perspective and how to use modern computational methods to summarize inferences using simulation. Introducing dynamic modeling for GLMs, this work considers parametric and semiparametric approaches to overdispersed GLMs.