عنوان

Exploratory data analysis with MATLAB

کد کشور

IR

شماره

E-8035

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

کشور محل نشر

IR

عنوان اصلي

Exploratory data analysis with MATLAB

نام عام مواد

[Book]

نام نخستين پديدآور

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

وضعيت ويراست

2nd ed.

محل نشرو پخش و غیره

Boca Raton, FL

نام ناشر، پخش کننده و غيره

: CRC Press,

تاریخ نشرو بخش و غیره

, c2011.

نام خاص و کميت اثر

xix, 508 p.

ساير جزييات

: ill. (some col.)

ابعاد

; 25 cm.

عنوان فروست

(Computer science and data analysis series.)

متن يادداشت

Print - Electronic

متن يادداشت

Includes bibliographical references and indexes.

متن يادداشت

"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.

متن يادداشت

"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.

عنوان

Series in computer science and data analysis

موضوع مستند نشده

Multivariate analysis.

موضوع مستند نشده

MATLAB.

موضوع مستند نشده

Mathematical statistics.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Martinez, Wendy L

مستند نام اشخاص تاييد نشده

Martinez, Angel R

مستند نام اشخاص تاييد نشده

Solka, Jeffrey L.، 1955

کشور

ایران

نام ميزبان

Exploratory data analysis with MATLAB

شماره دسترسي

عادی

اطلاعات مختصر

عادی

نام الکترونيکي

E-8035.pdf

بيت در ثانيه

0

ارتباط براي تسهيلات دسترسي

ایمانی

نوع فرمت الکترونيکي

متن

اندازه فايل

0

شماره کنترل رکورد

E-8035

يادداشت عمومي

انگلیسی

وضعیت فهرست نویسی

old catalog

فرمت انتشار

pe

نوع ماده

BL

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y