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Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History urban planning University of London

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University of London

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Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History urban planning University of LondonSeveral 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 and

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