Bayesian Methods for Nonlinear Classification and Regression (Wiley Series in Probability and Statistics) Book + PRICE WATCH * Amazon pricing is not included in price watch

Bayesian Methods for Nonlinear Classification and Regression (Wiley Series in Probability and Statistics) Book

Nonlinear Bayesian modelling is a relatively new field, but one that has seen a recent explosion of interest. Nonlinear models offer more flexibility than those with linear assumptions, and their implementation has now become much easier due to increases in computational power. Bayesian methods allow for the incorporation of prior information, allowing the user to make coherent inference. Bayesian Methods for Nonlinear Classification and Regression is the first book to bring together, in a consistent statistical framework, the ideas of nonlinear modelling and Bayesian methods. Focuses on the problems of classification and regression using flexible, data-driven approaches. Demonstrates how Bayesian ideas can be used to improve existing statistical methods. Includes … read more...
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