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Autor(en): 
  • Arjun K. Gupta
  • Tamas Varga
  • Elliptically Contoured Models in Statistics 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 7-14 Tagen versandfertig
    Veröffentlichung:  September 2012  
    Genre:  Schulbücher 
    ISBN:  9789401047197 
    EAN-Code: 
    9789401047197 
    Verlag:  Springer Netherlands 
    Einband:  Kartoniert  
    Sprache:  English  
    Dimensionen:  H 240 mm / B 160 mm / D 19 mm 
    Gewicht:  545 gr 
    Seiten:  340 
    Zus. Info:  Paperback 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This volume presents the first detailed introduction to the theory of matrix variate elliptically contoured distributions.br/ 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.br/ For researchers and graduate students in statistics and related fields whose interests involve multivariate statistical analysis. br/

      
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