文件名称：Computational Statistics in the Earth Sciences With Applications in MATLAB
文件大小：7.16MB
文件格式：PDF
更新时间：2021-12-29 19:09:04
STATISTICS MATLAB
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 data, covering methods that are most applicable to earth sciences. Topics include classical parametric estimation and hypothesis testing and more advanced nonparametric and resampling estimators. The method of least squares is explored in detail. Multivariate data analysis, not often encountered in introductory texts, is presented later in the book, and compositional data are treated at the end. Data sets and bespoke MATLAB scripts used in the book are available online, as well as additional data sets 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 analyze data using MATLAB in a statistically rigorous manner. 英文原版超清