Can I read Computational statistics in the earth sciences : with applications in MATLAB on EtoBox?

Computational statistics in the earth sciences : with applications in MATLAB by Alan Dana Chave is a nonfiction available to read on EtoBox.

What is Computational statistics in the earth sciences : with applications in MATLAB about?

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

Who reads Computational statistics in the earth sciences : with applications in MATLAB?

Author

Alan Dana Chave

Publisher

Cambridge University Press (Virtual Publishing)

Published

2017

Language

EN

ISBN

9781316156100

Category

nonfiction