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portada Elements of Distribution Theory Hardback (Cambridge Series in Statistical and Probabilistic Mathematics)
Type
Physical Book
Author
Publisher
Year
2005
Language
English
Pages
528
Format
Hardcover
Dimensions
26.3x18.3x3.4 cm
Weight
1.05 kg.
ISBN
052184472X
ISBN13
9780521844727
Edition No.
1
Categories

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

Thomas A. Severini (Author) · Cambridge University Press · Hardcover

Elements of Distribution Theory Hardback (Cambridge Series in Statistical and Probabilistic Mathematics) - Severini, Thomas A.

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

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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