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Wiley Series in Probability and Statistics Ser.: Multivariate Density Estimation : Theory, Practice, and Visualization by David W. Scott (2015, Hardcover)

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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 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 Over 130 problems to help readers reinforce the main concepts and ideas presented Boxed theorems and results allowing easy identification of crucial ideas Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition is an ideal reference for theoretical and applied statisticians, practicing engineers, as well as all readers interested in the theoretical aspects of nonparametric estimation and the application of these methods to multivariate data. The Second Edition is also a useful as a textbook for introductory courses in kernel statistics, smoothing, advanced computational statistics, and general forms of statistical distributions. David W. Scott, PhD, is Noah Harding Professor in the Department of Statistics at Rice University. The author of over 100 published articles, papers, and book chapters, Dr. Scott is also Fellow of the American Statistical Association (ASA) and the Institute of Mathematical Statistics. He is recipient of the ASA Founder s Award and the Army Wilks Award. His research interests include computational statistics, data visualization, and density estimation. Dr. Scott is also Coeditor of Wiley Interdisciplinary Reviews: Computational Statistics and previous Editor of the Journal of Computational and Graphical Statistics .

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0471697559
ISBN-13
9780471697558
eBay Product ID (ePID)
52858700

Product Key Features

Author
David w. Scott
Publication Name
Multivariate Density Estimation : Theory, Practice, and Visualization
Format
Hardcover
Language
English
Publication Year
2015
Series
Wiley Series in Probability and Statistics Ser.
Type
Textbook
Number of Pages
384 Pages

Dimensions

Item Length
9.6in
Item Height
1in
Item Width
6.4in
Item Weight
23.7 Oz

Additional Product Features

Lc Classification Number
Qa276.8.S28 2014
Edition Number
2
Reviews
"The book 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." ( Zentralblatt MATH , 1 June 2015)
Copyright Date
2015
Topic
Probability & Statistics / Stochastic Processes, Probability & Statistics / General, Probability & Statistics / Multivariate Analysis
Lccn
2014-043897
Dewey Decimal
519.5/35
Intended Audience
Scholarly & Professional
Dewey Edition
23
Illustrated
Yes
Genre
Mathematics

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item 1 Wiley Series in Probability and Statistics Ser.: Multivariate Density Estimation
$60.00
item 2 Multivariate Density Estimation : Theory, Practice, and Visualization, Hardco...
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item 3 Multivariate Density Estimation : Theory, Practice, and Visualization, Hardco...
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item 4 Multivariate Density Estimation: Theory, Practice, And Visualization
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item 5 Multivariate Density Estimation: Theory, Practice, and Visualization by Scott
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item 6 Multivariate Density Estimation: Theory, Practice, and Visualization by David W.
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Picture 1 of 1

Wiley Series in Probability and Statistics Ser.: Multivariate Density Estimation : Theory, Practice, and Visualization by David W. Scott (2015, Hardcover)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 Wiley Series in Probability and Statistics Ser.: Multivariate Density Estimation

item 2 Multivariate Density Estimation : Theory, Practice, and Visualization, Hardco...

item 3 Multivariate Density Estimation : Theory, Practice, and Visualization, Hardco...

item 4 Multivariate Density Estimation: Theory, Practice, And Visualization

item 5 Multivariate Density Estimation: Theory, Practice, and Visualization by Scott

item 6 Multivariate Density Estimation: Theory, Practice, and Visualization by David W.

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