eBook - PDF

Computational Statistics in the Earth Sciences

Name: Computational Statistics in the Earth Sciences
Author: Alan D. Chave

With Applications in MATLAB

Alan D. Chave,

English
PDF
Available on iOS & Android

eBook - PDF

Computational Statistics in the Earth Sciences

With Applications in MATLAB

Alan D. Chave,

About this book

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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Yes, you can access Computational Statistics in the Earth Sciences by Alan D. Chave in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Geology & Earth Sciences. We have over one million books available in our catalogue for you to explore.