Introduction to Linear Regression Analysis Third Edition  (English, Paperback, Montgomery Douglas C.)

Introduction To Linear Regression Analysis 3rd Edition is a book that focuses on the technique of regression analysis, which is of vital importance in various important fields such as management, social sciences, and economics, among others.

Summary Of The Book

Introduction To Linear Regression Analysis 3rd Edition provides the readers with an extensive study on the concepts of linear regression analysis, which is used extensively in various fields today. Some of these fields include management and economics. The readers are introduced to the technique and are provided with numerous applications of this technique, some of which are common ones while the others are rather rare.

Autocorrelated errors, regression model validation, bootstrapping regression estimates, and various other topics on this technique have been included in this book. Generalized linear models have also been spoken of at length by the authors. Robust regression techniques and indicator variables have also been discussed here. The appendix provided in this book includes a great deal of information on the theory of linear models.

The ftp site also provides the readers with added information on this topic that can be of great benefit to them. This information is inclusive of problem solutions and data sets that have been provided in the book as well. All of these features make Introduction To Linear Regression Analysis 3rd Edition an extremely helpful one for those who are seeking knowledge about this technique.

About The Authors

The author of this book, Douglas C. Montgomery, is also a professor of engineering at Arizona State University, Tempe, Az.

Apart from this book, Montgomery has also written Response Surface Methodology: Process And Product Optimization Using Designed Experiments 3rd Edition, Design And Analysis Of Experiments, International Student Version, 7th Edition, and Applied Statistics And Probability For Engineers 5th Edition (2012).

Montgomery holds a BS and an MS degree, both from Virginia Polytechnic Institute in Industrial Engineering. He also holds a doctoral degree from the same university. Through the course of his career he has also worked as a process engineer and manufacturing engineer, in addition to being a professor at a number of universities.

Geoffrey Vining is a well-known author and professor from America.

Apart from this book, Vining has also published several other books. Some of them include Generalized Linear Models: With Applications In Engineering And The Sciences 0002 Edition, Solutions Manual To Accompany Introduction To Linear Regression Analysis 0005 Edition, and Statistical Process Monitoring And Optimization, Vol 160.

Vining holds a doctoral degree from Virginia Tech in the year 1988, and currently serves as the head of the Statistics Department. He is also a fellow of the American Statistical Association, and American Society For Quality.