Science/Engineering Exploratory Data Analysis with MATLAB (Computer Science and Data Analysis) (1584883669)

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Publisher: Chapman & Hall/CRC; 1 edition

Language: English

ISBN: 1584883669

Paperback: 424 pages

Data: November 29, 2004

Format: PDF

Description: 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. Exploratory Data Analysis with MATLAB presents the methods of EDA from a computational perspective. The authors extensively use MATLAB code and algorithm descriptions to provide state-of-the-art techniques for finding patterns and structure in data. Addressing theory, they also incorporate many annotated references to direct readers to the more theoretical aspects of the methods. The book presents an approach using the basic functions from MATLAB and the MATLAB Statistics Toolbox, in order to be more accessible and enduring. It also contains pseudo-code to enable users of other software packages to implement the algorithms. This text places the tools needed to implement EDA theory at the fingertips of researchers, applied mathematicians, computer scientists, engineers, and statisticians by using a practical/computational approach.

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	Business Glenn J. Myatt, ?Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining? Glenn J. Myatt, ?Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining?Paperback: 292 pages \| Publisher: Wiley-Interscience (November 28, 2006) \| Language: English \| ISBN-10: 047007471X \|PDF \| 3,2 MBMaking Se ...
	Programming Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining A practical, step-by-step approach to making sense out of dataMaking Sense of Data educates readers on the steps and issues that need to be considered in order to successfully complete a data analysis or data mining project. The author prov ...
	Study Glenn J. Myatt, Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mini pic info:2007-04-08/047007471_origGlenn J. Myatt, Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining Paperback: 292 pages \| Publisher: Wiley-Interscience (November 28, 2006) \| Language: English \| ISBN-10: ...
	Science/Engineering Exploratory Data Analysis with MATLAB Exploratory Data Analysis with MATLABChapman & Hall/CRC \| ISBN:1584883669 \| 424 pages \| November 29, 2004 \| English \| PDF \| 22.9 MBExploratory data analysis (EDA) was conceived at a time when computers were not widely used, and thus comput ...
	Programming Exploratory Data Analysis with MATLAB (Repost) Exploratory Data Analysis with MATLAB By Wendy L. Martinez, Angel Martinez, Jeffrey SolkaPublisher: Chapman and Hall/CRC 2004 \| 424 Pages \| ISBN: 1584883669 \| PDF \| 5 MBExploratory data analysis (EDA) was conceived at a time when comp ...
	Science/Engineering Introduction to Data Technologies (Computer Science and Data Analysis) Focuses on computer languages as tools for data managementProviding key information on how to work with research data, Introduction to Data Technologies presents ideas and techniques for performing critical, behind-the-scenes tasks that tak ...

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