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Hardcover Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data Book
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ISBN: 0199533024

ISBN13: 9780199533022

Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data

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Several recent advances in smoothing and semiparametric regression are presented in this book from a unifying, Bayesian perspective. Simulation-based full Bayesian Markov chain Monte Carlo (MCMC) inference, as well as empirical Bayes procedures closely related to penalized likelihood
estimation and mixed models, are considered here. Throughout, the focus is on semiparametric regression and smoothing based on basis expansions of unknown functions...

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Format: Hardcover

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