Statistical Modelling by Exponential Families Sundberg Hardback 9781108476591
Statistical Modelling by Exponential FamiliesAuthor(s): Rolf Sundberg
Format: Hardback
Publisher: Cambridge University Press, United Kingdom
Imprint: Cambridge University Press
ISBN-13: 9781108476591, 978-1108476591
Synopsis
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Lf in order to connect statistical modelling with ideas in .
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Statistical Modelling by Exponential Families Sundberg Hardback 9781108476591
Statistical Modelling by Exponential FamiliesAuthor(s): Rolf Sundberg
Format: Hardback
Publisher: Cambridge University Press, United Kingdom
Imprint: Cambridge University Press
ISBN-13: 9781108476591, 978-1108476591
Synopsis
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Lf in order to connect statistical modelling with ideas in .
Price now:
From
£98.27
To
£140.85
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Product Description
Statistical Modelling by Exponential FamiliesAuthor(s): Rolf Sundberg
Format: Hardback
Publisher: Cambridge University Press, United Kingdom
Imprint: Cambridge University Press
ISBN-13: 9781108476591, 978-1108476591
Synopsis
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Lf in order to connect statistical modelling with ideas in .
Product Specifications
General | |
|---|---|
format | hardcover |
Language | english |
series | institute of mathematical statistics textbooks ser. |
type | textbook |
artist | not specified |
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