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Multivariate Density Estimation : Theory, Practice, and Visualization, Hardco...
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- Book Title
- Multivariate Density Estimation : Theory, Practice, and Visualiza
- ISBN
- 9780471697558
- Publication Name
- Multivariate Density Estimation: Theory, Practice, and Visualization
- Publisher
- John Wiley & Sons INC International Concepts
- Subject
- Mathematics
- Series
- Wiley Series in Probability and Statistics
- Publication Year
- 2015
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 246 mm
- Item Width
- 159 mm
- Item Weight
- 686 g
- Number of Pages
- 384 Pages
關於產品
Product Information
Clarifies modern data analysis through nonparametric density estimation for a complete working knowledge of the theory and methods Featuring a thoroughly revised presentation, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition maintains an intuitive approach to the underlying methodology and supporting theory of density estimation. Including new material and updated research in each chapter, the Second Edition presents additional clarification of theoretical opportunities, new algorithms, and up-to-date coverage of the unique challenges presented in the field of data analysis. The new edition focuses on the various density estimation techniques and methods that can be used in the field of big data. Defining optimal nonparametric estimators, the Second Edition demonstrates the density estimation tools to use when dealing with various multivariate structures in univariate, bivariate, trivariate, and quadrivariate data analysis. Continuing to illustrate the major concepts in the context of the classical histogram, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition also features: Over 150 updated figures to clarify theoretical results and to show analyses of real data sets An updated presentation of graphic visualization using computer software such as R A clear discussion of selections of important research during the past decade, including mixture estimation, robust parametric modeling algorithms, and clustering More than 130 problems to help readers reinforce the main concepts and ideas presented Boxed theorems and results allowing easy identification of crucial ideas Figures in color in the digital versions of the book A website with related data sets Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition is an ideal reference for theoretical and applied statisticians, practicing engineers, as well as readers interested in the theoretical aspects of nonparametric estimation and the application of these methods to multivariate data. The Second Edition is also useful as a textbook for introductory courses in kernel statistics, smoothing, advanced computational statistics, and general forms of statistical distributions.
Product Identifiers
Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9780471697558
eBay Product ID (ePID)
27046554530
Product Key Features
Series
Wiley Series in Probability and Statistics
Publication Name
Multivariate Density Estimation: Theory, Practice, and Visualization
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
2015
Type
Textbook
Number of Pages
384 Pages
Dimensions
Item Height
246 mm
Item Width
159 mm
Item Weight
686 g
Additional Product Features
Country/Region of Manufacture
United States
賣家提供的物品說明
商業賣家資料
增值稅識別編號：
- GB 307932304
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