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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

Pub Date : 2014-07-11 | Author : Gareth James | Publisher : Springer

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..


Interactive Storytelling

Pub Date : 2013-10-31 | Author : Hartmut Koenitz | Publisher : Springer

ISBN 10 : 9783319027562
ISBN 13 : 3319027565

This book constitutes the refereed proceedings of the 6th International Conference on Interactive Storytelling, ICIDS 2013, Istanbul, Turkey, November 2013. The 14 revised full pap..


An Introduction To Statistics With Python

Pub Date : 2016-07-20 | Author : Thomas Haslwanter | Publisher : Springer

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..


Introductory Statistics With R

Pub Date : 2008-06-27 | Author : Peter Dalgaard | Publisher : Springer Science & Business Media

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 ..


The Elements Of Statistical Learning

Pub Date : 2013-11-11 | Author : Trevor Hastie | Publisher : Springer Science & Business Media

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..


Dynamic Models In Biology

Pub Date : 2011-09-19 | Author : Stephen P. Ellner | Publisher : Princeton University Press

ISBN 10 : 9781400840960
ISBN 13 : 1400840961

From controlling disease outbreaks to predicting heart attacks, dynamic models are increasingly crucial for understanding biological processes. Many universities are starting under..


Applied Predictive Modeling

Pub Date : 2013-05-17 | Author : Max Kuhn | Publisher : Springer Science & Business Media

ISBN 10 : 9781461468493
ISBN 13 : 1461468493

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. ..


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