Methods and Applications of Linear Models Regression and the Analysis of Variance

Name: Methods and Applications of Linear Models Regression and the Analysis of Variance
Availability: OutOfStock
ISBN: 9780471458623

ISBN-10: 0471458627

ISBN-13: 9780471458623

Edition: 2nd 2003

Authors: Ronald R. Hocking

List price: $166.00

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Description:

The Second Edition has been rearranged and reorganized, as well as fully updated and expanded to cover new developments. * Includes material on the AVE method and explains existing information in an even more user-friendly form. * Includes additional exercises. * Describes a general approach to the analysis of unbalanced mixed models * Uses data-based approach to development and analysis. * Data sets will be available on an FTP site

Book details

List price: $166.00
Edition: 2nd
Copyright year: 2003
Publisher: John Wiley & Sons, Incorporated
Publication date: 2/4/2005
Binding: E-Book
Pages: 776
Language: English

Michael G. Shields is the librarian at the Lonergan Research Institute, Regis College, University of Toronto, and translator of several volumes in the Collected Works of Bernard Lonergan.



Preface to the Second Edition


Preface to the First Edition



Regression Models


Introduction to Linear Models


Regression on Functions of One Variable


Transforming the Data


Regression of Functions of Several Variables


Collinearity in Multiple Linear Regression


Influential Observations in Multiple Linear Regression


Polynomial Models and Qualitative Predictors


Additional Topics



Analysis of Variance Models


Introduction to Analysis of Variance Models


Fixed Effects Models I: One-Way Classification of Means


Fixed Effects Models II: Two-Way Classification of Means


Fixed Effects Models III: Multiple Crossed and Nested Factors


Mixed Models I: The AOV Method with Balanced Data


Mixed Models II: The AVE Method with Balanced Data


Mixed Models III: Unbalanced Data



Mathematical Theory of Linear Models


Distribution of Linear and Quadratic Forms


Estimation and Inference for Linear Models


Simultaneous Inference: Tests and Confidence Intervals



Mathematics



Statistics



Statistical Tables



Data Tables


References


Index