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Elements Of Distribution Theory (Cambridge Series In Statistical And Probabilistic Mathematics, Series Number 17)

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Category:	eBooks
Infohash	302ef974ca2f3fa2e4d08a2ddd864da16f68846c
Size:	3.2 MB in 2 files
Release Date(s):	Torrent Release: 24-11-2022 by user
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[ FreeCourseWeb.com ] Elements of Distribution Theory (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 17)

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October 24, 2011 | English | 1107630738 | True PDF | 511 pages | 3.21 MB

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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