Bayesian Methods for Nonlinear Classification and RegressionISBN: 978-0-471-49036-4
Hardcover
296 pages
March 2002
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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
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