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Elements of Distribution Theory (Cambridge Series in Statistical and Probabilistic Mathematics)

Posted on 2010-03-15




Name:Elements of Distribution Theory (Cambridge Series in Statistical and Probabilistic Mathematics)
ASIN/ISBN:052184472X
Language:English
File size:2.4 Mb
Publisher: Cambridge University Press
Publish Date: 2005-08-08
ISBN: 052184472X
Pages: 528
File Type: PDF
File Size: 2.4 MB
   Elements of Distribution Theory (Cambridge Series in Statistical and Probabilistic Mathematics)

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This detailed introduction to distribution theory is designed as a text for the probability portion of the first year statistical theory sequence for Master's and PhD students in statistics, biostatistics, and econometrics. The text uses no measure theory, requiring only a background in calculus and linear algebra. Topics range from the basic distribution and density functions, expectation, conditioning, characteristic functions, cumulants, convergence in distribution and the central limit theorem to more advanced concepts such as exchangeability, models with a group structure, asymptotic approximations to integrals and orthogonal polynomials. An appendix gives a detailed summary of the mathematical definitions and results that are used in the book.

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