عنوان

Exploratory data analysis with MATLAB

شابک

9781439812204 (hardback : alk. paper)

کد کشور

IR

شماره

EN-53918

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 Martinez, Jeffrey Solka

وضعيت ويراست

2nd ed.

محل نشرو پخش و غیره

Boca Raton, Fla.

نام ناشر، پخش کننده و غيره

: CRC Press,

تاریخ نشرو بخش و غیره

, c2011.

نام خاص و کميت اثر

xix, 508 p. , ill. , 25 cm.

عنوان فروست

(Chapman & Hall/CRC computer science & data analysis)

متن يادداشت

Electronic

متن يادداشت

Includes bibliographical references (p. 475-495) and index.

متن يادداشت

"Using MATLAB& x02bc; 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.

موضوع مستند نشده

Multivariate analysis

موضوع مستند نشده

MATLAB

موضوع مستند نشده

Mathematical statistics

موضوع مستند نشده

BUSINESS & ECONOMICS / Statistics, bisacsh

موضوع مستند نشده

MATHEMATICS / Probability & Statistics / General, bisacsh

شماره رده

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

9781439812204.pdf

شماره دسترسي

عادی

اطلاعات مختصر

عادی

تاريخ و ساعت مذاکره و دسترسي

9781439812204.pdf

نوع فرمت الکترونيکي

متن

وضعیت فهرست نویسی

old catalog

فرمت انتشار

e

نوع ماده

BL

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y