The Elements Of Statistics
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The Elements Of Statistical Learning
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Author : Trevor Hastie
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
The Elements Of Statistical Learning written by Trevor Hastie and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Mathematics categories.
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, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for “wide” data (p bigger than n), including multiple testing and false discovery rates. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.
The Elements Of Statistical Learning
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Author : Trevor Hastie
language : en
Publisher:
Release Date : 2009
The Elements Of Statistical Learning written by Trevor Hastie and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Biology categories.
The Elements Of Statistical Learning
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Author : R. Tibshirani
language : en
Publisher:
Release Date : 2001
The Elements Of Statistical Learning written by R. Tibshirani and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Artificial intelligence categories.
During the past decade there has been an explosion in computation and information technology.; With it has come a vast amount of data in a variety of fields such as medicine, biology, finance, and marketing.; The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics.; Many of these tools have common underpinnings but are often expressed with different terminology.; This book describes the important ideas in these areas in a common conceptual framework.; While the approach is statistical, the emphasis is on concepts rather than mathematics.
Elements Of Statistics
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Author : Donald R. Byrkit
language : en
Publisher:
Release Date : 1975
Elements Of Statistics written by Donald R. Byrkit and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Mathematics categories.
Part I Descriptive methods; Organization and presentation of data; Measures of location and dispersion; Part II Probability and probability distributions. Probability. Probability distributions; Part III the binomial distribution; The normal distribution; Part IV Samples; Sampling and sampling distributions;Estimation of parameters; Part V decisions; Hypothesis testing; Tests concerning means and proportions; The chi-square distribution; analysis of variance; Correlation and regression; appendix A mathematics review; Appendix B Nonparametric tests.
The Elements Of Statistics
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Author : Elmer Beneken Mode
language : en
Publisher:
Release Date : 1941
The Elements Of Statistics written by Elmer Beneken Mode and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1941 with Statistics categories.
The Elements Of Statistical Method
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Author : Willford Isbell King
language : en
Publisher:
Release Date : 1920
The Elements Of Statistical Method written by Willford Isbell King and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1920 with Statistics categories.
The Elements Of Statistical Learning
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Author : Trevor Hastie
language : en
Publisher:
Release Date : 2023
The Elements Of Statistical Learning written by Trevor Hastie and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Algorithms categories.
Elements Of Statistics
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Author : Arthur Lyon Bowley
language : en
Publisher:
Release Date : 1937
Elements Of Statistics written by Arthur Lyon Bowley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1937 with Statistics categories.
Elements Of Statistics
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Author : Raghubar D. Sharma
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2019-02-01
Elements Of Statistics written by Raghubar D. Sharma and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-01 with Mathematics categories.
This book represents a crucial resource for students taking a required statistics course who are intimidated by statistical symbols, formulae, and daunting equations. It will serve to prepare the reader to achieve the level of statistical literacy required not only to understand basic statistics, but also to embark on their advanced-level statistics courses without anxiety. The application of statistics in social research has recently become imperative. However, a gap usually exists between the time when students take their first statistics course and when they engage in their first serious research project, meaning that they often don’t remember basic statistics well enough to apply it effectively in their research. In this sense, this book will also serve as an excellent “desk reference,” “refresher,” or “core concept” text for burgeoning researchers interning or working as a research assistant or research associate. Furthermore, the text is written in a self-help, hands-on learning style so the reader can easily attain the skills needed to achieve a basic understanding of statistics found in articles and presentations.
The Elements Of Statistical Method
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Author : Willford Isbell King
language : en
Publisher: Wentworth Press
Release Date : 2019-03-26
The Elements Of Statistical Method written by Willford Isbell King and has been published by Wentworth Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-26 with Business & Economics categories.
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
