Geometric Modeling in Probability and Statistics

Autor: Ovidiu Calin, Constantin Udriste

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Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This book covers topics of Informational Geometry, a field which deals with the differential geometr...

Informații despre carte

Autor

Ovidiu Calin, Constantin Udriste

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

375

EAN

9783319381626

ISBN

3319381628

Enbook ID

16082801

Editura

Springer International Publishing AG

Greutate

6757

Dimensiuni

155 x 235 x 21

Descriere completă

This book covers topics of Informational Geometry, a field which deals with the differential geometric study of the manifold probability density functions. This is a field that is increasingly attracting the interest of researchers from many different areas of science, including mathematics, statistics, geometry, computer science, signal processing, physics and neuroscience. It is the authors' hope that the present book will be a valuable reference for researchers and graduate students in one of the aforementioned fields. This textbook is a unified presentation of differential geometry and probability theory, and constitutes a text for a course directed at graduate or advanced undergraduate students interested in applications of differential geometry in probability and statistics. The book contains over 100 proposed exercises meant to help students deepen their understanding, and it is accompanied by software that is able to provide numerical computations of several information geometric objects. The reader will understand a flourishing field of mathematics in which very few books have been written so far.

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Geometric Modeling in Probability and Statistics

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