Marron, J. S.

Object Oriented Data Analysis (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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ISBN 13:
9781032114804
author:
Marron, J. S.
format:
Paperback
publisher:
CRC Press
language:
English
Publication Year:
2024
Pages:
424
Dimensions:
23.3 x 15.6 x 2.3 centimetres (0
Genre:
Computers, Graphics & Design, General,
Condition:
New
Availability:
Item usually sent within 10 working days
£52.61

Description

Object Oriented Data Analysis provides an in-depth exploration of the Object Oriented Data Analysis (OODA) approach to data analysis. This comprehensive guide covers a broad range of topics, including data object definition, exploratory and confirmatory analyses, and various methods for visualizing and analyzing data. The book delves into specific techniques such as FDA Curve Registration, Graph structured data objects, classification, clustering, high dimensional inference, and robust methods. It also examines the details of Principal Component Analysis (PCA) and its variants. By covering these topics in detail, readers will gain a thorough understanding of how to apply OODA principles to real-world data analysis problems. With its focus on providing a solid foundation for working with complex data sets, Object Oriented Data Analysis is an ideal resource for anyone looking to improve their skills in data analysis and visualization.

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