Elements of distribution theory

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Mathematics - Probability
Elements of distribution theory

Elements of distribution theory

Name: Elements of distribution theory
ISBN: 9780521844727

Thomas A. Severini

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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.

الفئات:

Mathematics - Probability

عام:

2005

الإصدار:

الناشر:

Cambridge University Press

اللغة:

english

الصفحات:

529

ISBN 10: