Quantitative Methods of Data Analysis for the Physical Sciences and EngineeringКНИГИ » ПРОГРАММИНГ
Название: Quantitative Methods of Data Analysis for the Physical Sciences and Engineering Автор: Professor Douglas G. Martinson Издательство: Cambridge University Press Год: 2018 Страниц: 626 Формат: PDF Размер: 23 Mb Язык: English
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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Quantitative Methods of Data Analysis for the Physical Sciences and Engineering 
