Amazon cover image
Image from Amazon.com

Solutions manual to accompany Introduction to linear regression analysis [Book] / Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining ; prepared by Anne G. Ryan.

By: Contributor(s): Material type: TextTextPublication details: Hoboken, N.J. : J. Wiley & Sons, c2013.Edition: Fifth editionDescription: v, 155 pages : illustrations ; 28 cmISBN:
  • 9781118471463 (paperback)
Subject(s): DDC classification:
  • 519.536
Other classification:
  • 519.536
Summary: As the Solutions Manual, this book is meant to accompany the main title, Introduction to Linear Regression Analysis, Fifth Edition. Clearly balancing theory with applications, this book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation.
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books Books Junaid Zaidi Library, COMSATS University Islamabad 519.536 MON-S (Browse shelf(Opens below)) Available 54856
Books Books Junaid Zaidi Library, COMSATS University Islamabad Second Floor 333.91095491 ADE-I (Browse shelf(Opens below)) Available 58867
Books Books Junaid Zaidi Library, COMSATS University Islamabad 741.602472 LEW-G (Browse shelf(Opens below)) Available 55080
Total holds: 0

Preface signed by Anne G. Ryan, Dana C. Krueger, Scott M. Kowalski

As the Solutions Manual, this book is meant to accompany the main title, Introduction to Linear Regression Analysis, Fifth Edition. Clearly balancing theory with applications, this book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation.

All.

All.

All.

There are no comments on this title.

to post a comment.