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Object Oriented Data Analysis (Hardback)

by J. S.. Dryden Marron (Ian L.), Ian L Dryden

Chapman and Hall/CRC

Hardcover 464 pages English Nov 24, 2021

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Object Oriented Data Analysis is a framework that facilitates inter-disciplinary research through new terminology for discussing the often many possible approaches to the analysis of complex data. Such data are naturally arising in a wide variety of areas. This book aims to provide ways of thinking that enable the making of sensible choices.The main points are illustrated with many real data examples, based on the authors' personal experiences, which have motivated the invention of a wide array of analytic methods.While the mathematics go far beyond the usual in statistics (including differential geometry and even topology), the book is aimed at accessibility by graduate students. There is deliberate focus on ideas over mathematical formulas.
Author:
J. S.. Dryden Marron (Ian L.), Ian L Dryden
Publisher:
Chapman and Hall/CRC
Publication Date:
Nov 24, 2021
Number of pages:
464 pages
Language:
English
Binding:
Hardcover
ISBN-10:
0815392826
ISBN-13:
9780815392828