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Statistical Modelling by Exponential Families (Institute of Mathematical Statistics Textbooks)

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Book Description

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.

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About the Author

Rolf Sundberg is Professor Emeritus of Statistical Science at Stockholms Universitet. His work embraces both theoretical and applied statistics, including principles of statistics, exponential families, regression, chemometrics, stereology, survey sampling inference, molecular biology, and paleoclimatology. In 2003, he won the award for best theoretical paper in the Journal of Chemometrics for his work on multivariate calibration, and in 2017 he was named Statistician of the Year by the Swedish Statistical Association.

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Product details

Series: Institute of Mathematical Statistics Textbooks (Book 12)

Paperback: 290 pages

Publisher: Cambridge University Press (September 30, 2019)

Language: English

ISBN-10: 1108701116

ISBN-13: 978-1108701112

Shipping Weight: 1.1 pounds (View shipping rates and policies)

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Statistical Modelling by Exponential Families (Institute of Mathematical Statistics Textbooks) PDF

Statistical Modelling by Exponential Families (Institute of Mathematical Statistics Textbooks) PDF