Elements of Distribution Theory
Thomas A. Severini
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.
درجه (قاطیغوری(:
کال:
2011
خپرندویه اداره:
Cambridge University Press
ژبه:
english
صفحه:
528
ISBN 10:
1107630738
ISBN 13:
9781107630734
لړ (سلسله):
Cambridge Series in Statistical and Probabilistic Mathematics, 17
فایل:
PDF, 3.20 MB
IPFS:
,
english, 2011
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