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The Elements Of Statistical Learning

ISBN 10 : 9780387216065
ISBN 13 : 0387216065

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biolog..

An Introduction To Statistical Learning

ISBN 10 : 9781461471387
ISBN 13 : 1461471389

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data set..

Statistical Learning With Sparsity

ISBN 10 : 9781498712170
ISBN 13 : 1498712177

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to est..

Statistical Learning From A Regression Perspective

ISBN 10 : 9783319440484
ISBN 13 : 3319440489

This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is ..

An Elementary Introduction To Statistical Learning Theory

ISBN 10 : 1118023463
ISBN 13 : 9781118023464

A thought-provoking look at statistical learning theory and its role in understanding human learning and inductive reasoning A joint endeavor from leading researchers in the fields..

The Nature Of Statistical Learning Theory

ISBN 10 : 0387987800
ISBN 13 : 9780387987804

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of funct..

Statistical Learning Theory

ISBN 10 : UOM:39076002704257
ISBN 13 :

A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of..