• Home
  • Advanced Search
  • Directory of Libraries
  • About lib.ir
  • Contact Us
  • History

عنوان
Exploratory data analysis with MATLAB

پدید آورنده
/ Wendy L. Martinez, Angel R. Martinez, Jeffrey L. Solka

موضوع
Multivariate analysis.,MATLAB.,Mathematical statistics.

رده
QA278
.
M3735
2011

کتابخانه
Central Library, Center of Documentation and Supply of Scientific Resources

محل استقرار
استان: East Azarbaijan ـ شهر:

Central Library, Center of Documentation and Supply of Scientific Resources

تماس با کتابخانه : 04133443834

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.

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
عادی
Electronic name
E-8035.pdf
Bits per second
0
Contact for access assistance
ایمانی
Electronic Format Type
متن
File size
0
Record control number
E-8035
Public note
انگلیسی

old catalog

pe

BL
1

a
Y

Proposal/Bug Report

Warning! Enter The Information Carefully
Send Cancel
This website is managed by Dar Al-Hadith Scientific-Cultural Institute and Computer Research Center of Islamic Sciences (also known as Noor)
Libraries are responsible for the validity of information, and the spiritual rights of information are reserved for them
Best Searcher - The 5th Digital Media Festival