Applied Regression Analysis and Experimental Design (Statistics: Textbooks and Monographs Book 62) (English Edition)

Applied Regression Analysis and Experimental Design (Statistics: Textbooks and Monographs Book 62) (English Edition)

作者
Richard J. Brook、Gregory C. Arnold
语言
英语
出版社
CRC Press
出版日期
2018年12月13日
纸书页数
256页
电子书格式
epub,pdf,mobi,azw3,txt,fb2,djvu
文件大小
19686 KB
下载次数
6948
更新日期
2023-04-04
运行环境
PC/Windows/Linux/Mac/IOS/iPhone/iPad/iBooks/Kindle/Android/安卓/平板
内容简介

For a solid foundation of important statistical methods, the concise, single-source text unites linear regression with analysis of experiments and provides students with the practical understanding needed to apply theory in real data analysis problems.

Stressing principles while keeping computational and theoretical details at a manageable level, Applied Regression Analysis and Experimental Design features an emphasis on vector geometry and least squares to unify and provide an intuitive basis for most topics covered… abundant examples and exercises using real-life data sets clearly illustrating practical of data analysis…essential exposure to MINITAB and GENSTAT computer packages , including computer printouts…and important background material such as vector and matrix properties and the distributional properties of quadratic forms.

Designed to make theory work for students, this clearly written, easy-to-understand work serves as the ideal texts for courses Regression, Experimental Design, and Linear Models in a broad range of disciplines. Moreover, applied statisticians will find the book a useful reference for the general application of the linear model.

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