Probability Distributions for Directional Data on Smooth Manifolds

Name: Probability Distributions for Directional Data on Smooth Manifolds
Brand: Wiley
SKU: 9781119414063
Price: 11449.0 INR
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by Ashis SenGupta , Kunio Shimizu

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ISBN13: 9781119414063
Binding: Hardcover
Subject: N/A
Publisher: Wiley
Publisher Imprint: Wiley
Publication Date: August 31, 2026
Pages: 368
Original Price: USD 134.95
Language: English
Edition: N/A
Item Weight: 666 grams
BISAC Subject(s): Probability & Statistics / General

About The Book

This book provides a comprehensive and rigorous treatment of real-life scientific problems which encounter non-linear data. The authors first present methods for developing distributions on a circle. Then, they proceed to show how such methods are generalized for other manifolds. They also consider new methods peculiar to certain other manifolds, like disc and hyperdisc. The organization of the book develops the methods from the beginning for a simple manifold, letting the reader appreciate how these unfold and generalize to more complicated manifolds. Next, rather than separately treating one distribution at a time, the authors develop the generalizations of the methods of derivations. Finally, new distributions are presented as outcomes of these generalizations. The authors also provide several real-life examples, which not only attest to the ongoing usefulness, but will also help the reader visualize other modern day areas of the applications of these important distributions.

About The Author

Ashis SenGupta, PhD, is Distinguished Professor in the Department of Statistics at Middle East Technical University, Ankara, Turkey; Adjunct Professor in the Department of Population Health Sciences at Augusta University, Georgia, USA; CSIR Emeritus Scientist, Government of India, and Advisor/Consultant and former Professor (Higher Allowance Grade) and Head, ASU, at Indian Statistical Institute, Kolkata, India.

Kunio Shimizu, PhD, is Project Professor in the Center for Training Professors in Statistics at The Institute of Statistical Mathematics, Tokyo, Japan, and Professor Emeritus at Keio University, Yokohama, Japan.

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Probability Distributions for Directional Data on Smooth Manifolds

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