Statistical Learning Theory
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29 novembre 2024
Wiley
An Elementary Introduction to Statistical Learning Theory
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Wiley
Statistical Learning Theory
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Cambridge University Press
Algebraic Geometry and Statistical Learning Theory
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Springer Nature
An Introduction to Statistical Data Science: Theory and Models
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Springer
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
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This book presents some of the most important modeling and prediction techniques, along with relevant applications
Topics include linear regression, classification, re-sampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented.
Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform
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Springer
THE NATURE OF STATISTICAL LEARNING THEORY
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Springer
Information Theory and Statistical Learning
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Statistical Learning Theory (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control) by Vladimir Naumovich Vapnik (1998-09-16)
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Societe Mathematique De France
Topics in Statistical Learning Theory
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3G E-Learning LLC
Statistical Theory
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statistical learning
statistical learning vapnik
statistical learning python
statistical machine learning
the nature of statistical learning theory
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