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Computational Statistics in the Earth Sciences - With Applications in MATLAB (Hardcover)
Loot Price: R2,116
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Computational Statistics in the Earth Sciences - With Applications in MATLAB (Hardcover)
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Based on a course taught by the author, this book combines the
theoretical underpinnings of statistics with the practical analysis
of Earth sciences data using MATLAB. The book is organized to
introduce the underlying concepts, and then extends these to the
data, covering methods that are most applicable to Earth sciences.
Topics include classical parametric estimation and hypothesis
testing, and more advanced least squares-based, nonparametric, and
resampling estimators. Multivariate data analysis, not often
encountered in introductory texts, is presented later in the book,
and compositional data is treated at the end. Datasets and bespoke
MATLAB scripts used in the book are available online, as well as
additional datasets and suggested questions for use by instructors.
Aimed at entering graduate students and practicing researchers in
the Earth and ocean sciences, this book is ideal for those who want
to learn how to analyse data using MATLAB in a
statistically-rigorous manner.
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