"The authors give a detailed introductory survey of the subject based on the analysis of real data drawn from a variety of subjects, including the biological sciences, economics, and the social sciences. Technical details and proofs are deferred to an appendix in order to provide an accessible account for nonexperts. The appendix serves as a reference or brief tutorial for the concepts of the EM algorithm, numerical integration, MCMC, and others.". "In the new edition, Bayesian concepts, which are of growing importance in statistics, are treated more extensively. The chapter on nonparametric…
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Editions
4 editions
Other · English · 2013
Springer London, Limited · 9781475734546
Other · English · 2013
Springer London, Limited · 9781489900104
Other · English · 2010
Springer New York · 518 pages · 9781441929006
Other · English · 2001
Multivariate Statistical Modelling Based on Generalized Linear Models (Springer Series in Statistics)
