عنوان

Multivariate density estimation :

شابک

1118575482

شابک

1118575539

شابک

1118575571

شابک

9781118575482

شابک

9781118575536

شابک

9781118575574

شابک اشتباه

9780471697558

شماره

dltt

شماره ناشر

EB00607363

منبع

Recorded Books

عنوان اصلي

Multivariate density estimation :

نام عام مواد

[Book]

ساير اطلاعات عنواني

theory, practice, and visualization /

نام نخستين پديدآور

David W. Scott

وضعيت ويراست

Second edition

وضعيت ويراست

Second edition

نام خاص و کميت اثر

1 online resource.

عنوان فروست

Wiley series in probability and statistics

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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

عنوان

Multivariate density estimation.

شماره استاندارد بين المللي کتاب و موسيقي

9780471697558

موضوع مستند نشده

Estimation theory.

موضوع مستند نشده

Multivariate analysis.

موضوع مستند نشده

Estimation theory.

موضوع مستند نشده

MAT-- 003000

موضوع مستند نشده

MAT-- 029000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Scott, David W.,1950-

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20160603090713.7

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y