Exploratory data analysis with MATLAB®

Exploratory data analysis with MATLAB®

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Exploratory data analysis (EDA) was conceived at a time when computers were not widely used, and thus computational ability was rather limited. As computational sophistication has increased, EDA has become an even more powerful process for visualizing and summarizing data before making model assumpt...

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Bibliographic Details
Main Authors: Martinez, Wendy L. (Author), Martinez, Angel R (Author)
Format: Book
Language:English
Published: Boca Raton, FL Chapman & Hall/CRC 2005
©2005
Subjects:
Mathematical statistics
Multivariate analysis
Online Access:Click Here to View Status and Holdings.
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Summary:Exploratory data analysis (EDA) was conceived at a time when computers were not widely used, and thus computational ability was rather limited. As computational sophistication has increased, EDA has become an even more powerful process for visualizing and summarizing data before making model assumptions to generate hypotheses, encompassing larger and more complex data sets. There are many resources for those interested in the theory of EDA, but this is the first book to use MATLAB to illustrate the computational aspects of this discipline.
Physical Description:xv, 405 pages illustrations 24 cm
Bibliography:Includes bibliographical references (page 377-393) and index
ISBN:1584883669

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