NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
E-8035
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Exploratory data analysis with MATLAB
General Material Designation
[Book]
First Statement of Responsibility
/ Wendy L. Martinez, Angel R. Martinez, Jeffrey L. Solka
EDITION STATEMENT
Edition Statement
2nd ed.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton, FL
Name of Publisher, Distributor, etc.
: CRC Press,
Date of Publication, Distribution, etc.
, c2011.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xix, 508 p.
Other Physical Details
: ill. (some col.)
Dimensions
; 25 cm.
SERIES
Series Title
(Computer science and data analysis series.)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print - Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and indexes.
CONTENTS NOTE
Text of Note
"Using MATLABض to illustrate computational aspects of EDA, this second edition updates all the techniques and improves the Toolboxes in each chapter. 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 only 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"--Provided by publisher.
Text of Note
"From the First Edition...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"--Provided by publisher.
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"--Provided by publisher.
SERIES
Title
Series in computer science and data analysis
TOPICAL NAME USED AS SUBJECT
Multivariate analysis.
MATLAB.
Mathematical statistics.
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA278
Book number
.
M3735
2011
PERSONAL NAME - PRIMARY RESPONSIBILITY
Martinez, Wendy L
PERSONAL NAME - SECONDARY RESPONSIBILITY
Martinez, Angel R
Solka, Jeffrey L.، 1955
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
Exploratory data analysis with MATLAB
Access number
عادی
Compression information
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Electronic name
E-8035.pdf
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Contact for access assistance
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Record control number
E-8035
Public note
انگلیسی
old catalog
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