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Download PDF Introduction to Linear Regression Analysis

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Introduction to Linear Regression Analysis

Download PDF Introduction to Linear Regression Analysis

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Review

“The book can be used for statistics and engineering courses on regression at the upper-undergraduate and graduate levels. It also serves as a resource for professionals in the fields of engineering, life and biological sciences, and the social sciences.”  (Zentralblatt MATH, 1 October 2013)  

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From the Back Cover

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, and a related FTP site features the presented data sets, extensive problem solutions, software hints, and PowerPoint® slides to facilitate instructional use of the book. 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.

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Product details

Hardcover: 672 pages

Publisher: Wiley; 5 edition (April 9, 2012)

Language: English

ISBN-10: 0470542810

ISBN-13: 978-0470542811

Product Dimensions:

7.3 x 1.7 x 10.1 inches

Shipping Weight: 3.4 pounds (View shipping rates and policies)

Average Customer Review:

3.7 out of 5 stars

41 customer reviews

Amazon Best Sellers Rank:

#385,113 in Books (See Top 100 in Books)

This review is focused on the ebook (Kindle) version. The print size for the formulas is so small it is virtually unreadable even if you zoom. (It seems to be an image and not actual font text) I ended up ordering the hardcopy because the labor effort of constantly magnifying and attempting to decipher the formulas was seriously detracting from my school work. I do not recommend buying this book in the e version until the correct the readability of the formulas and charts.

The content of the book is fine. The physical quality of the book was less than perfect. The book would have been in pristine, new condition except that the binding was poorly finished. First, the bound pages were not centered in the cover. The top of the pages were mounted flush with the upper edge of the cover. Additionally, the pages weren't securely glued into the cover and separated from the front of the cover. I suppose I can reglue it myself but wanted to point out that the finishing quality by the publisher was sub par.

The content is good but my three star rating is based solely on the format and user experience of the ebook. I would strongly recommend avoiding the e book and purchasing the hard copy

This is a higher level introduction and somewhat theoretical approach to linear regression analysis. It is well written. However, one should have had multivariable calculus and calculus based probability to get the most out of this book.

Great book for Basics of Linear Regression.

Decent book but I'm agitated by the amount of errors and typos throughout. It's offensive that the authors are charging more for the 5th edition while they haven't corrected basic errors.

This book is required for my regression course. I love it so far! The concepts are described well and I like that it has example SAS and R code throughout. I've only just started using the text, so I can update when I've read more than the first 2 chapters.

good

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• Sales Rank: #4421068 in Books
• Published on: 1987
• Binding: Paperback

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Kurzbeschreibung So können Sie Herzbeschwerden erfolgreich osteopathisch behandeln. Erfahren Sie alles - zur Organogenese des Herzens – auf Basis der embryologischen Grundlagen - zur Funktionsdynamik des Herzens, basierend auf der Darstellung der Gefäßorganisation, des Kollagensystems des Herzens und seiner Motilität - zu osteopathischen Behandlungsmöglichkeiten und konkreten Techniken

Ausführliche Beschreibung

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• Published on: 2012-11-06
• Released on: 2012-11-06
• Format: Kindle eBook

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About the Author

Goodheart-Willcox is the premier publisher for Technical, Trades, and Technology; Family and Consumer Sciences; and Business, Marketing and Career Education. Goodheart-Willcox products are designed to train everyone from students through practicing professionals. Our books and supplements contain a wealth of information on the latest theories, techniques, tools, and operations for these subject areas. Whether the subject is automotive or child care, you will find numerous features throughout our textbooks to make learning easier. High-quality presentation, authoritative content, sound topic sequence, an abundance of illustrations, involving pedagogy, real-world examples, and appropriate readability are hallmarks of Goodheart-Willcox products.

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Product details

Hardcover: 607 pages

Publisher: Goodheart-Willcox; 10 edition (January 1, 2005)

Language: English

ISBN-10: 1590703251

ISBN-13: 978-1590703250

Product Dimensions:

8.5 x 1 x 10.8 inches

Shipping Weight: 3.4 pounds (View shipping rates and policies)

Average Customer Review:

4.4 out of 5 stars

32 customer reviews

Amazon Best Sellers Rank:

#504,689 in Books (See Top 100 in Books)

If you ever want to advance past just being able to change your oil I strongly recommend using a book like this to get a comprehensive understanding of how your car works. With this knowledge and a hanes manual specific for your vehicle you should be able to tackle any auto repair you have the tools and patience for

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• Amazon Sales Rank: #1052056 in Books
• Original language: German
• Dimensions: 9.84" h x 1.26" w x 7.76" l,
• Binding: Hardcover

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Building Bangalore: Architecture and urban transformation in India's Silicon Valley (Routledge Contemporary South Asia Series)By John C.

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Examining spatial transformations in Bangalore, one of India's fastest growing cities, this book highlights the influence of information and communications technology (ICT) development on the city. Focusing on the production of urban space and the processes that inform such production, the author proposes that Silicon Valley, California has become a globalized model for the production of ICT urban development.

The book presents a history of Bangalore's urban development and the emergence of the ICT industry there. Using this historical analysis and the geography of ICT development, the author identifies several case study areas where ICT development is transforming the built environment. Building on this analysis, the author goes on to suggest that the development in Bangalore over the last 20 years represents a type of informational cascade, and that the case studies illustrate that local information alters the course of ICT development and has the potential to overturn this cascade. This in turn could lead to a more sustainable urban future, one that profits from the city's regional advantages.

The transformations taking place in Bangalore are occurring in many cities that are competing in the new informational economy. This book makes an important contribution to studies on South Asia as well as Architecture and Urban Studies.

• Sales Rank: #2924882 in eBooks
• Published on: 2010-10-04
• Released on: 2010-10-04
• Format: Kindle eBook

About the Author

John C. Stallmeyer is Assistant Professor of Architecture at University of Illinois - Urbana-Champaign, USA. His research examines the influences of globalization on the built environment.

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• Published on: 2009-01-01
• Binding: Paperback

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