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Elements of distribution theory /

A detailed non-measure theoretic introduction emphasizing parametric statistical models and other topics useful in understanding statistical methodology.

Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Severini, Thomas A. (Thomas Alan), 1959-
Format: Électronique eBook
Langue:Inglés
Publié: New York, NY : Cambridge University Press, 2005.
Collection:Cambridge series on statistical and probabilistic mathematics.
Sujets:
Accès en ligne:Texto completo
Table des matières:
  • Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; 1 Properties of Probability Distributions; 2 Conditional Distributions and Expectation; 3 Characteristic Functions; 4 Moments and Cumulants; 5 Parametric Families of Distributions; 6 Stochastic Processes; 7 Distribution Theory for Functions of Random Variables; 8 Normal Distribution Theory; 9 Approximation of Integrals; 10 Orthogonal Polynomials; 11 Approximation of Probability Distributions; 12 Central Limit Theorems; 13 Approximations to the Distributions of More General Statistics.