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Statistics and Analysis of Scientific Data (Paperback, Softcover reprint of the original 1st ed. 2013)
Loot Price: R3,055
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Statistics and Analysis of Scientific Data (Paperback, Softcover reprint of the original 1st ed. 2013)
Series: Graduate Texts in Physics
Expected to ship within 10 - 15 working days
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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.
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