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Published: 24 June 2011

512 Pages | 150 b/w line drawings & 10 b/w halftone illus.

9.2 x 6.1 inches

ISBN: 9780199533022

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Bookseller Code (06)

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

Ludwig Fahrmeir and Thomas Kneib

Oxford Statistical Science Series

  • Unifies several seemingly disparate model formulations
  • Considers both full and empirical Bayes inference
  • Up-to-date treatment of longitudinal, spatial and event history data in a regression context
  • Applications from diverse fields such as forestry, development economics, medicine, and marketing
  • Offers a balance between theory and its applications
  • Worked examples of all methods covered in book

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