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portada Quantitative Methods of Data Analysis for the Physical Sciences and Engineering
Type
Physical Book
Publisher
Author
Year
2018
Language
English
Pages
626
Format
Hardcover
ISBN13
9781107029767
Edition No.
1
Categories

Quantitative Methods of Data Analysis for the Physical Sciences and Engineering

Professor Douglas G. Martinson (Author) · Cambridge University Press · Hardcover

Quantitative Methods of Data Analysis for the Physical Sciences and Engineering - Professor Douglas G. Martinson

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Synopsis "Quantitative Methods of Data Analysis for the Physical Sciences and Engineering "

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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