ENGLISH

Quantitative Methods of Data Analysis for the Physical Sciences and Engineering

By Douglas G. Martinson

Book information

Publisher
Cambridge University Press
Year
2018
ISBN
1107029767, 978-1107029767
Language
english
Format
PDF
Filesize
23 MB (24558923 bytes)
Edition
1
Pages
626\632
Time added
2018-11-25 12:48:08
Data Analysis; Regression; Statistics; Time Series

Description

This book provides 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. Many examples are presented to clarify interpretations, as are user tips in highlighted boxes.

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