Bayesian Methods for Nonlinear Classification and Regression
By Unknown Author.
Description
Nonlinear Bayesian modelling is a relatively new field, but onethat has seen a recent explosion of interest. Nonlinear modelsoffer more flexibility than those with linear assumptions, andtheir implementation has now become much easier due to increases incomputational power. Bayesian methods allow for the incorporationof prior information, allowing the user to make coherent inference.Bayesian Methods for Nonlinear Classification and Regression is thefirst book to bring together, in a consistent statisticalframework, the ideas of nonlinear modelling and Bayesian methods.Focuses on the problem...
ISBN(s)
0471490369, 9780471490364
