Solutions manual to accompany Introduction to linear regression analysis [Book] / Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining ; prepared by Anne G. Ryan.
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Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
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Junaid Zaidi Library, COMSATS University Islamabad | 519.536 MON-S (Browse shelf(Opens below)) | Available | 54856 | ||
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Junaid Zaidi Library, COMSATS University Islamabad Second Floor | 333.91095491 ADE-I (Browse shelf(Opens below)) | Available | 58867 | ||
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Junaid Zaidi Library, COMSATS University Islamabad | 741.602472 LEW-G (Browse shelf(Opens below)) | Available | 55080 |
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.
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