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An Introduction to Statistical Learning: with Applications in R (Springer T…


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 sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage…


An Introduction To Statistical Learning

ISBN 10 : 1461471370
ISBN 13 : 9781461471370

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..


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..


An Introduction To Statistics With Python

ISBN 10 : 9783319283166
ISBN 13 : 3319283162

This textbook provides an introduction to the free software Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and catego..


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..


All Of Statistics

ISBN 10 : 9780387217369
ISBN 13 : 0387217363

Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductor..


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..


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..


Applied Predictive Modeling

ISBN 10 : 9781461468493
ISBN 13 : 1461468493

This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive ..


Introductory Statistics With R

ISBN 10 : 9780387790541
ISBN 13 : 0387790543

This book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics. The main mode of presentation is ..


Neural Networks And Statistical Learning

ISBN 10 : 9781447155713
ISBN 13 : 1447155718

Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resource for study and fur..


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