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Geometric Modeling in Probability and Statistics

Ovidiu Calin and Constantin Udrişte
Publisher: 
Springer
Publication Date: 
2014
Number of Pages: 
375
Format: 
Hardcover
Price: 
79.99
ISBN: 
9783319077789
Category: 
Monograph
We do not plan to review this book.

​Part I: The Geometry of Statistical Models.- Statistical Models.- Explicit Examples.- Entropy on Statistical Models.- Kullback–Leibler Relative Entropy.- Informational Energy.- Maximum Entropy Distributions.- Part II: Statistical Manifolds.- An Introduction to Manifolds.- Dualistic Structure.- Dual Volume Elements.- Dual Laplacians.- Contrast Functions Geometry.-
Contrast Functions on Statistical Models.- Statistical Submanifolds.- Appendix A: Information Geometry Calculator.

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