Elements of distribution theory / Thomas A Severini

By:

Severini, Thomas A

Material type: Text

TextPublication details: Cambridge : Cambridge University Press, 2005Description: xii, 515p, 26cmISBN:

052184472X

Subject(s):

Distribution (Probability theory)

DDC classification:

515.782 SEV

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Item type	Current library	Call number	Status	Date due	Barcode	Item holds
Book	Calcutta	515.782 SEV (Browse shelf(Opens below))	Available		IIMC-122213

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Previous	515.75 KUC An Introduction to the theory of functional equations and inequalities :	515.782 COL Elementary introduction to new generalized functions	515.782 KEC The Convolution product and some applications /	515.782 SEV Elements of distribution theory /	515.782 ZEM Generalized integral transformations /	515.782 ZEM Distribution theory and transform analysis :	515.782 ZUI Problems in distributions and partial differential equations /	Next

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, cumulates, 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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