Computational Statistics in the Earth Sciences (Hardcover)
 
作者: Alan D Chave 
分類: Probability & statistics ,
Maths for scientists ,
Earth sciences  
書城編號: 1340059


售價: $980.00

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出版社: Cambridge University Press
出版日期: 2017/10/19
尺寸: 246x189x44mm
重量: 1312 grams
ISBN: 9781107096004

商品簡介
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.
Alan D Chave 作者作品表

Magnetotelluric Method (Paperback)

Computational Statistics in the Earth Sciences (Hardcover)

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