عنوان

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

(Number (ISBN

1139342568

(Number (ISBN

9781139342568

Erroneous ISBN

1107029767

Erroneous ISBN

9781107029767

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).

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

Specific Material Designation and Extent of Item

1 online resource (xiv, 613 pages)

Text of Note

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

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

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"--

Title

Quantitative methods of data analysis for the physical sciences and engineering.

International Standard Book Number

9781107029767

Engineering-- Statistical methods.

Physical sciences-- Statistical methods.

Statistics.

Datenanalyse

Engineering-- Statistical methods.

Harmonische Analyse

Physical sciences-- Statistical methods.

Statistics.

Statistik

Number

Edition

Class number

Book number

Martinson, Douglas G.,1953-

Date of Transaction

20200822145609.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y