Statistical Modelling by Exponential Families (Paperback)
Language: English
Published by Cambridge University Press, Cambridge, 2019
Series: Book 11 of 15 - Institute of Mathematical Statistics Textbooks
- Softcover
- New
Seller: CitiRetail, Stevenage, United KingdomCitiRetail
AbeBooks seller since June 29, 2022
Condition: New
£ 50.49
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Paperback. 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-Loef in order to connect statistical modelling with ideas in statistical physics, including Boltzmann's law. Written for graduate students and researchers with a background in basic statistical inference, the book includes a vast set of examples demonstrating models for applications and exercises embedded within the text as well as at the ends of chapters. This readable, digestible introduction to exponential families of distributions covers the essential theory and demonstrates its use in applications. Containing a vast set of examples and numerous exercises, it is written for graduate students and researchers with a background in basic statistical inference. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
Seller Inventory # 9781108701112
- Title
- Statistical Modelling by Exponential Families (Paperback)
- Author
- Rolf Sundberg
- Publisher
- Cambridge University Press, Cambridge
- Publication year
- 2019
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1108701116
- ISBN 13
- 9781108701112
- Series
- Book 11 of 15: Institute of Mathematical Statistics Textbooks
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CitiRetail
Stevenage, United Kingdom
AbeBooks seller since June 29, 2022
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| Item | 7 to 14 business days | 7 to 60 business days |
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