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Bayesian Methods for Nonlinear Classification and Regression

ISBN: 978-0-471-49036-4
Hardcover
296 pages
May 2002
List Price: US $192.50
Government Price: US $110.68
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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

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