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Statistical Modelling by Exponential Families
Language: en
Pages: 297
Authors: Rolf Sundberg
Categories: Business & Economics
Type: BOOK - Published: 2019-08-29 - Publisher: Cambridge University Press

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A readable, digestible introduction to essential theory and wealth of applications, with a vast set of examples and numerous exercises.
Statistical Modelling by Exponential Families
Language: en
Pages: 297
Authors: Rolf Sundberg
Categories: Mathematics
Type: BOOK - Published: 2019-08-29 - Publisher: Cambridge University Press

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This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical
Multivariate Exponential Families: A Concise Guide to Statistical Inference
Language: en
Pages: 147
Authors: Stefan Bedbur
Categories: Mathematics
Type: BOOK - Published: 2021-10-07 - Publisher: Springer Nature

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This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied
Exponential Families of Stochastic Processes
Language: en
Pages: 325
Authors: Uwe Küchler
Categories: Mathematics
Type: BOOK - Published: 2006-05-09 - Publisher: Springer Science & Business Media

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A comprehensive account of the statistical theory of exponential families of stochastic processes. The book reviews the progress in the field made over the last
Graphical Models, Exponential Families, and Variational Inference
Language: en
Pages: 324
Authors: Martin J. Wainwright
Categories: Computers
Type: BOOK - Published: 2008 - Publisher: Now Publishers Inc

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The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate sta