Introduction to Linear Regression Analysis by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
Introduction to Linear Regression Analysis by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining PDF, ePub eBook D0wnl0ad
Praise for the Fourth Edition"As with previous editions, the authors have produced a leading textbook on regression."
—Journal of the American Statistical Association
A comprehensive and up-to-date introduction to the fundamentals of regression analysis
Introduction to Linear Regression Analysis, Fifth Edition continues to present both the conventional and less common uses of linear regression in today’s cutting-edge scientific research. The authors blend both theory and application to equip readers with an understanding of the basic principles needed to apply regression model-building techniques in various fields of study, including engineering, management, and the health sciences.
Following a general introduction to regression modeling, including typical applications, a host of technical tools are outlined such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book then discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. The Fifth Edition features numerous newly added topics, including:
- A chapter on regression analysis of time series data that presents the Durbin-Watson test and other techniques for detecting autocorrelation as well as parameter estimation in time series regression models
- Regression models with random effects in addition to a discussion on subsampling and the importance of the mixed model
- Tests on individual regression coefficients and subsets of coefficients
- Examples of current uses of simple linear regression models and the use of multiple regression models for understanding patient satisfaction data.
In addition to Minitab, SAS, and S-PLUS, the authors have incorporated JMP and the freely available R software to illustrate the discussed techniques and procedures in this new edition. Numerous exercises have been added throughout, allowing readers to test their understanding of the material.
Introduction to Linear Regression Analysis, Fifth Edition is an excellent book for statistics and engineering courses on regression at the upper-undergraduate and graduate levels. The book also serves as a valuable, robust resource for professionals in the fields of engineering, life and biological sciences, and the social sciences.
From reader reviews:
Janet Smith:
Book is definitely written, printed, or outlined for everything. You can understand everything you want by a book. Book has a different type. As you may know that book is important matter to bring us around the world. Adjacent to that you can your reading skill was fluently. A e-book Introduction to Linear Regression Analysis will make you to end up being smarter. You can feel considerably more confidence if you can know about almost everything. But some of you think that open or reading any book make you bored. It is not make you fun. Why they might be thought like that? Have you seeking best book or suitable book with you?
Robert Ross:
Reading a book being new life style in this season; every people loves to examine a book. When you study a book you can get a lot of benefit. When you read publications, you can improve your knowledge, since book has a lot of information upon it. The information that you will get depend on what types of book that you have read. In order to get information about your study, you can read education books, but if you want to entertain yourself you can read a fiction books, these kinds of us novel, comics, and also soon. The Introduction to Linear Regression Analysis will give you a new experience in studying a book.
William Kozak:
You may get this Introduction to Linear Regression Analysis by check out the bookstore or Mall. Simply viewing or reviewing it can to be your solve difficulty if you get difficulties on your knowledge. Kinds of this book are various. Not only by simply written or printed but can you enjoy this book simply by e-book. In the modern era including now, you just looking from your mobile phone and searching what their problem. Right now, choose your personal ways to get more information about your book. It is most important to arrange yourself to make your knowledge are still up-date. Let's try to choose appropriate ways for you.
Read Introduction to Linear Regression Analysis by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining for online ebook
Introduction to Linear Regression Analysis by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Introduction to Linear Regression Analysis by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining books to read online.
No comments:
Post a Comment