Bayesian Analysis of Linear Models

By Broemeling, Lyle D. Bromeling, Lyle D. Broemeling

With Bayesian statistics rapidly becoming accepted as a way to solve applied statisticalproblems, the need for a comprehensive, up-to-date source on the latest advances in thisfield has arisen.Presenting the basic theory of a large variety of linear models from a Bayesian viewpoint, Bayesian Analysis of Linear Models fills this need. Plus, this definitive volume containssomething traditional-a review of Bayesian techniques and methods of estimation, hypothesis, testing, and forecasting as applied to the standard populations ... somethinginnovative-a new approach to mixed models and models not generally studied by statisticianssuch as linear dynamic systems and changing parameter models ... and somethingpractical-clear graphs, eary-to-understand examples, end-of-chapter problems, numerousreferences, and a distribution appendix.Comprehensible, unique, and in-depth, Bayesian Analysis of Linear Models is the definitivemonograph for statisticians, econometricians, and engineers. In addition, this text isideal for students in graduate-level courses such as linear models, econometrics, andBayesian inference.

• Format: Hardcover
• Language: English
• ISBN: 0824785827
• ISBN13: 9780824785826
• Release Date: December 1984
• Publisher: CRC Press
• Length: 476 Pages
• Weight: 1.89 lbs.
• Dimensions: 1.4" x 6.3" x 9.3"