Linear Regression Analysis
Linear Regression Analysis by George A. F. Seber is a comprehensive textbook that delves into the intricacies of linear regression analysis. The book, which is currently available on Amazon, is a second edition and is published by Wiley India.
George A. F. Seber is a renowned statistician with over five decades of experience in teaching and research. He is a Fellow of the Royal Society of Canada, the American Statistical Association, and the International Statistical Institute. Seber has authored several books, including Multivariate Observations, A Matrix Handbook for Statisticians, and Adaptive Sampling. In addition, he has published over 100 research papers in various statistics journals.
The second edition of Linear Regression Analysis is an updated version of Seber's earlier work. The book is designed to provide a comprehensive introduction to the theory and application of linear regression analysis. It covers topics such as simple linear regression, multiple regression, polynomial regression, and logistic regression. The book also includes advanced topics such as ridge regression, principal components regression, and partial least squares regression.
The book is written in a clear and concise manner, making it easy to understand for both students and practitioners. It is accompanied by numerous examples and exercises to help readers apply the concepts they have learned. Additionally, the book includes a chapter on the use of computer software in regression analysis, which is essential for modern-day data analysis.
Overall, among the best books on linear regression, Linear Regression Analysis by George A. F. Seber is an excellent resource for anyone interested in learning about linear regression analysis. Whether you are a student, researcher, or practitioner, this book provides a comprehensive and practical guide to this important statistical technique.
Author: Seber
Link to buy: https://www.amazon.com/Linear-Regression-Analysis-2nd-ed/dp/8126547286/
Ratings: 4.3 out of 5 stars (from 18 reviews)
Best Sellers Rank: #1,674,556 in Books
