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 Bayesian Methods for Nonlinear Classification and Regression
ISBN: 978-0-471-49036-4
Hardcover
294 pages
May 2002
US $150.00
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This price is valid for United States. Change location to view local pricing and availability. This is a Print-on-Demand title. It will be printed specifically to fill your order. Please allow an additional 1-2 days delivery time for paperbacks, and 3-5 days for hardcovers. The book is not returnable.
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Preface.
Acknowledgements.
Introduction.
Bayesian Modelling.
Curve Fitting.
Surface Fitting.
Classification using Generalised Nonlinear Models.
Bayesian Tree Models.
Partition Models.
Nearest-Neighbour Models.
Multiple Response Models.
Appendix A: Probability Distributions.
Appendix B: Inferential Processes.
References
Index.
Author Index.
