Ann Marie Ryan Douglas C. Montgomery Elizabeth A. Peck G. Geoffrey Vining Ryan Solutions Manual to Accompany Introduction to Linear Regression Analysis

Solutions Manual to Accompany Introduction to Linear Regression Analysis

von Ann Marie Ryan Douglas C. Montgomery Elizabeth A. Peck G. Geoffrey Vining

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Beschreibung

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.

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Ann Marie Ryan

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Details

ISBN: 9781118640807
Verlag: John Wiley & Sons
Erscheinung: 21.08.2014

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