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Statistics and Analysis of Scientific Data by Massimiliano Bonamente (Hardcover, 2013)

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Product Information

Statistics and Analysis of Scientific Data covers the foundations of probability theory and statistics, and a number of numerical and analytical methods that are essential for the present-day analyst of scientific data. Topics covered include probability theory, distribution functions of statistics, fits to two-dimensional datasheets and parameter estimation, Monte Carlo methods and Markov chains. Equal attention is paid to the theory and its practical application, and results from classic experiments in various fields are used to illustrate the importance of statistics in the analysis of scientific data. The main pedagogical method is a theory-then-application approach, where emphasis is placed first on a sound understanding of the underlying theory of a topic, which becomes the basis for an efficient and proactive use of the material for practical applications. The level is appropriate for undergraduates and beginning graduate students, and as a reference for the experienced researcher. Basic calculus is used in some of the derivations, and no previous background in probability and statistics is required. The book includes many numerical tables of data, as well as exercises and examples to aid the students' understanding of the topic.

Product Identifiers

Publisher
Springer-Verlag New York Inc.
ISBN-13
9781461479833
eBay Product ID (ePID)
178356780

Product Key Features

Author
Massimiliano Bonamente
Publication Name
Statistics and Analysis of Scientific Data
Format
Hardcover
Language
English
Subject
Mathematics, Physics
Publication Year
2013
Type
Textbook
Number of Pages
316 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
643g

Additional Product Features

Title_Author
Massimiliano Bonamente
Series Title
Graduate Texts in Physics
Country/Region of Manufacture
United States

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Statistics and Analysis of Scientific Data by Massimiliano Bonamente (Hardcover, 2013)

More items related to this product

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