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.
年:
2005
版本:
1
出版商:
Cambridge University Press
語言:
english
頁數:
529
ISBN 10:
052184472X
ISBN 13:
9780521844727
系列:
Cambridge series in statistical and probabilistic mathematics
文件:
PDF, 2.21 MB
IPFS:
,
english, 2005
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