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Nonlinear Estimation And Classification

|January 22, 2003

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Researchers in many disciplines now face the formidable task of processing massive amounts of high-dimensional and highly structured data. Advances in data collection and information technologies have coupled with innovations in computing to make commonplace the…
Bayesian Methods for Nonlinear Classification and Regression

|May 6, 2002

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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…