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Quantitative Methods of Data Analysis for the Physical Sciences and Engineering (Hardcover)
Loot Price: R1,711
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Quantitative Methods of Data Analysis for the Physical Sciences and Engineering (Hardcover)
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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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