Exploratory Data Analysis with MATLAB Contributor(s): Martinez, Wendy L. (Author), Martinez, Angel R. (Author), Solka, Jeffrey (Author) |
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ISBN: 149877606X ISBN-13: 9781498776066 Publisher: CRC Press OUR PRICE: $152.00 Product Type: Hardcover - Other Formats Published: July 2017 |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - Multivariate Analysis |
Dewey: 519.535 |
LCCN: 2016045626 |
Series: Chapman & Hall/CRC Computer Science & Data Analysis |
Physical Information: 1.6" H x 6.2" W x 9.3" (2.20 lbs) 590 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Praise for the Second Edition: Practitioners of EDA who use MATLAB will want a copy of this book. ... The authors have done a great service by bringing together so many EDA routines, but their main accomplishment in this dynamic text is providing the understanding and tools to do EDA. --David A Huckaby, MAA Reviews Exploratory Data Analysis (EDA) is an important part of the data analysis process. The methods presented in this text are ones that should be in the toolkit of every data scientist. As computational sophistication has increased and data sets have grown in size and complexity, EDA has become an even more important process for visualizing and summarizing data before making assumptions to generate hypotheses and models. Exploratory Data Analysis with MATLAB, Third Edition presents EDA methods from a computational perspective and uses numerous examples and applications to show how the methods are used in practice. The authors use MATLAB code, pseudo-code, and algorithm descriptions to illustrate the concepts. The MATLAB code for examples, data sets, and the EDA Toolbox are available for download on the book's website. New to the Third Edition
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