Object Oriented Data Analysis (Monographs on Statistics and Applied Probability) - Hardcover

Buch 109 von 110: ISSN

Marron, J. S.; Dryden, Ian L.

 
9780815392828: Object Oriented Data Analysis (Monographs on Statistics and Applied Probability)

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

J. S. Marron is the Amos Hawley Distinguished Professor of Statistics, Professor of Biostatistics, Adjunct Professor of Computer Science, Faculty Member of the Bioinformatics and Computational Biology Curriculum and Research Member of the Lineberger Cancer Center and the Computational Medicine Program, at the University of North Carolina, Chapel Hill.

Ian L. Dryden is Professor of Statistics in the School of Mathematical Sciences at the University of Nottingham, has served as Head of School, and is joint author of the acclaimed book Statistical Shape Analysis.

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9781032114804: Object Oriented Data Analysis (Monographs on Statistics and Applied Probability, 169)

Vorgestellte Ausgabe

ISBN 10:  1032114800 ISBN 13:  9781032114804
Verlag: Chapman and Hall/CRC, 2024
Softcover