Ryan / Montgomery / Peck Solutions Manual to Accompany Introduction to Linear Regression Analysis

5. Auflage 2014
ISBN: 978-1-118-64080-7
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 162 Seiten, E-Book

As the Solutions Manual, this book is meant to accompany the maintitle, Introduction to Linear Regression Analysis, FifthEdition. Clearly balancing theory with applications, this bookdescribes both the conventional and less common uses of linearregression in the practical context of today's mathematical andscientific research. Beginning with a general introduction toregression modeling, including typical applications, the book thenoutlines a host of technical tools that form the linear regressionanalytical arsenal, including: basic inference procedures andintroductory aspects of model adequacy checking; howtransformations and weighted least squares can be used to resolveproblems of model inadequacy; how to deal with influentialobservations; and polynomial regression models and theirvariations. The book also includes material on regression modelswith autocorrelated errors, bootstrapping regression estimates,classification and regression trees, and regression modelvalidation.

Autoren/Hrsg.

Ryan, Ann Marie

Montgomery, Douglas C.

Peck, Elizabeth A.

Vining, G. Geoffrey

Ryan, Anne G.