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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..



The Elements Of Statistical Learning

ISBN 10 : 0387952845
ISBN 13 : 9780387952840

This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are ..


Machine Learning And Data Mining In Pattern Recognition

ISBN 10 : 9783319419206
ISBN 13 : 331941920X

This book constitutes the refereed proceedings of the 12th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2016, held in New York, NY, USA..


Measurement And Analysis In Transforming Healthcare Delivery

ISBN 10 : 9783319408125
ISBN 13 : 3319408127

This volume provides the important concepts necessary for a physician to participate in a reengineering process, develop decision-making skills based on probability and logic rathe..


Conformal And Probabilistic Prediction With Applications

ISBN 10 : 9783319333953
ISBN 13 : 331933395X

This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in ..


Integral Methods In Science And Engineering

ISBN 10 : 9783319167275
ISBN 13 : 3319167278

This contributed volume contains a collection of articles on state-of-the-art developments on the construction of theoretical integral techniques and their application to specific ..


Algorithms For Data Science

ISBN 10 : 9783319457970
ISBN 13 : 3319457977

This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. C..


Lasso Regressions And Forecasting Models In Applied Stress Testing

ISBN 10 : 9781475599329
ISBN 13 : 1475599323

Model selection and forecasting in stress tests can be facilitated using machine learning techniques. These techniques have proved robust in other fields for dealing with the curse..


The Sage Encyclopedia Of Industrial And Organizational Psychology

ISBN 10 : 9781483386881
ISBN 13 : 1483386880

The well-received first edition of the Encyclopedia of Industrial and Organizational Psychology (2007, 2 vols) established itself in the academic library market as a landmark refer..