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عنوان
Quantitative methods of data analysis for the physical sciences and engineering /

پدید آورنده
Douglas G. Martinson (Columbia University, New York).

موضوع
Engineering-- Statistical methods.,Physical sciences-- Statistical methods.,Statistics.,Datenanalyse,Engineering-- Statistical methods.,Harmonische Analyse,Physical sciences-- Statistical methods.,Statistics.,Statistik

رده
QA276
.
M3375
2018

کتابخانه
Center and Library of Islamic Studies in European Languages

محل استقرار
استان: Qom ـ شهر: Qom

Center and Library of Islamic Studies in European Languages

تماس با کتابخانه : 32910706-025

INTERNATIONAL STANDARD BOOK NUMBER

(Number (ISBN
1139342568
(Number (ISBN
9781139342568
Erroneous ISBN
1107029767
Erroneous ISBN
9781107029767

TITLE AND STATEMENT OF RESPONSIBILITY

Title Proper
Quantitative methods of data analysis for the physical sciences and engineering /
General Material Designation
[Book]
First Statement of Responsibility
Douglas G. Martinson (Columbia University, New York).

.PUBLICATION, DISTRIBUTION, ETC

Place of Publication, Distribution, etc.
New York, NY :
Name of Publisher, Distributor, etc.
Cambridge University Press,
Date of Publication, Distribution, etc.
2018.
Date of Publication, Distribution, etc.
©2018

PHYSICAL DESCRIPTION

Specific Material Designation and Extent of Item
1 online resource (xiv, 613 pages)

INTERNAL BIBLIOGRAPHIES/INDEXES NOTE

Text of Note
Includes bibliographical references (pages 596-598) and index.

CONTENTS NOTE

Text of Note
The nature of data and analysis -- Probability theory -- Statistics -- Interpolation -- Smoothed curve fitting -- Special curve fitting -- Serial products -- Fourier series -- Fourier transform -- Fourier sampling theory -- Spectral analysis -- Cross spectral analysis -- Filtering and deconvolution -- Linear parametric modeling -- Empirical orthogonal function (Eof) analysis.
0

SUMMARY OR ABSTRACT

Text of Note
"This book provides a thorough and comprehensive coverage of most of the new and important quantitative methods of data analysis for graduate students and practitioners. In recent years, data analysis methods have exploded alongside advanced computing power, and it is critical to understand such methods to get the most out of data, and to extract signal from noise. The book excels in explaining difficult concepts through simple explanations and detailed explanatory illustrations. Most unique is the focus on confidence limits for power spectra and their proper interpretation, something rare or completely missing in other books. Likewise, there is a thorough discussion of how to assess uncertainty via use of Expectancy, and the easy to apply and understand Bootstrap method. The book is written so that descriptions of each method are as self-contained as possible"--

OTHER EDITION IN ANOTHER MEDIUM

Title
Quantitative methods of data analysis for the physical sciences and engineering.
International Standard Book Number
9781107029767

TOPICAL NAME USED AS SUBJECT

Engineering-- Statistical methods.
Physical sciences-- Statistical methods.
Statistics.
Datenanalyse
Engineering-- Statistical methods.
Harmonische Analyse
Physical sciences-- Statistical methods.
Statistics.
Statistik

DEWEY DECIMAL CLASSIFICATION

Number
519
.
5
Edition
23

LIBRARY OF CONGRESS CLASSIFICATION

Class number
QA276
Book number
.
M3375
2018

PERSONAL NAME - PRIMARY RESPONSIBILITY

Martinson, Douglas G.,1953-

ORIGINATING SOURCE

Date of Transaction
20200822145609.0
Cataloguing Rules (Descriptive Conventions))
pn

ELECTRONIC LOCATION AND ACCESS

Electronic name
 مطالعه متن کتاب 

[Book]

Y

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