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Elliptically Contoured Models in Statistics - Tamas Varga, Arjun K. Gupta
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Tamas Varga, Arjun K. Gupta:

Elliptically Contoured Models in Statistics - encadernada, livro de bolso

1993, ISBN: 9780792321156

Gebunden, 344 Seiten, 241mm x 160mm x 24mm, Sprache(n): eng In multivariate statistical analysis, elliptical distributions have recently provided an alternative to the normal model. Most … mais…

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Elliptically Contoured Models in Statistics - Tamas Varga
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Tamas Varga:

Elliptically Contoured Models in Statistics - nuovo livro

ISBN: 9780792321156

[ED: Buch], [PU: Springer Netherlands], Neuware - In multivariate statistical analysis, elliptical distributions have recently provided an alternative to the normal model. Most of the wor… mais…

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Elliptically Contoured Models in Statistics
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Elliptically Contoured Models in Statistics - nuovo livro

ISBN: 9780792321156

In multivariate statistical analysis, elliptical distributions have recently provided an alternative to the normal model. Most of the work, however, is spread out in journals throughout t… mais…

Nr. 978-0-7923-2115-6. Custos de envio:Worldwide free shipping, , DE. (EUR 0.00)
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Elliptically Contoured Models in Statistics - Varga, Tamas; Gupta, Arjun K.
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Varga, Tamas; Gupta, Arjun K.:
Elliptically Contoured Models in Statistics - encadernada, livro de bolso

1993, ISBN: 0792321154

1993 Gebundene Ausgabe Elektrotechnik, Statistik, Statistik / Wirtschaftsstatistik, Wirtschaftsstatistik, Algebra, Wahrscheinlichkeitsrechnung und Statistik, Algebra; Matrices; Matrix; … mais…

Custos de envio:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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Arjun K. Gupta, Tamas Varga:
Elliptically Contoured Models in Statistics (Mathematics and Its Applications, 240) - encadernada, livro de bolso

1993, ISBN: 0792321154

[EAN: 9780792321156], Neubuch, [PU: Springer], Clean and crisp and new!, Books

NEW BOOK. Custos de envio: EUR 36.01 Welcome Back Books, Toledo, OH, U.S.A. [64434632] [Rating: 4 (von 5)]

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Elliptically Contoured Models in Statistics

This volume presents the first detailed introduction to the theory of matrix variate elliptically contoured distributions. The book comprises eight chapters and an up-to-date bibliography. Chapter 1 summarizes some results of matrix algebra. Chapter 2 deals with the basic properties of matrix variate elliptically contoured distributions, such as the probability density function and expected values. It also presents one of the most important tools of the theory of elliptical distributions, the stochastic representation. The probability density function and expected values are investigated in detail in Chapter 3. Chapter 4 focuses on elliptically contoured distributions that can be represented as mixtures of normal distributions. The distributions of functions of random matrices with elliptically contoured distributions are discussed in Chapter 5, with special attention being paid to quadratic forms. Characterization results are given in Chapter 6. Chapters 7-9 are devoted to statistical inference. For researchers and graduate students in statistics and related fields whose interests involve multivariate statistical analysis.

Dados detalhados do livro - Elliptically Contoured Models in Statistics


EAN (ISBN-13): 9780792321156
ISBN (ISBN-10): 0792321154
Livro de capa dura
Ano de publicação: 2007
Editor/Editora: Springer
340 Páginas
Peso: 0,672 kg
Língua: eng/Englisch

Livro na base de dados desde 2007-11-12T14:29:10-02:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2024-02-11T08:02:36-03:00 (Sao Paulo)
Número ISBN/EAN: 0792321154

Número ISBN - Ortografia alternativa:
0-7923-2115-4, 978-0-7923-2115-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: gupta, tamas varga, tamás varga
Título do livro: models, all statistics, mathematics statistics


Dados da editora

Autor: Arjun K. Gupta; Tamas Varga
Título: Mathematics and Its Applications; Elliptically Contoured Models in Statistics
Editora: Springer; Springer Netherland
327 Páginas
Ano de publicação: 1993-01-31
Dordrecht; NL
Língua: Inglês
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
Available
X, 327 p.

BB; Hardcover, Softcover / Mathematik/Arithmetik, Algebra; Algebra; Verstehen; algebra; matrices; matrix; normal distribution; probability; quadratic form; statistical analysis; statistical inference; statistics; Algebra; Probability Theory; Statistics in Business, Management, Economics, Finance, Insurance; Wahrscheinlichkeitsrechnung und Statistik; Stochastik; Wirtschaftswissenschaft, Finanzen, Betriebswirtschaft und Management; BC

1. Preliminaries.- 1.1 Introduction and Literature Review.- 1.2 Notations.- 1.3 Some Results from Matrix Algebra.- 1.4 A Functional Equation.- 2. Basic Properties.- 2.1 Definition.- 2.2 Probability Density Function.- 2.3 Marginal Distributions.- 2.4 Expected Value and Covariance.- 2.5 Stochastic Representation.- 2.6 Conditional Distributions.- 2.7 Examples.- 3. Probability Density Function and Expectedvalues.- 3.1 Probability Density Function.- 3.2 More on Expected Values.- 4. Mixture of Normal Distributions.- 4.1 Mixture by Distribution Functions.- 4.2 Mixture by Weighting Functions.- 5. Quadratic Forms and other Functions of Elliptically Contoured Matrices.- 5.1 Cochran’ s Theorem.- 5.2 Rank of Quadratic Forms.- 5.3 Distribution of Invariant Matrix Variate Functions.- 6. Characterization Results.- 6.1 Characterizations Based on Invariance.- 6.2 Characterizations of Normality.- 7. Estimation.- 7.1 Maximum Likelihood Estimators of the Parameters.- 7.2 Properties of the Estimators.- 8. Hypothesis Testing.- 8.1 General Results.- 8.2 Two Models.- 8.3 Testing Criteria.- 9. Linear Models.- 9.1 Estimation of the Parameters in the Multivariate Linear Regression Model.- 9.2 Hypothesis Testing in the Multivariate Linear Regression Model.- 9.3 Inference in the Random Effects Model.- References.- Author Index.

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