Applied Regression Analysis A Research Tool

Name: Applied Regression Analysis A Research Tool
Price: 91.02 USD
Availability: InStock
ISBN: 9780387984544

ISBN-10: 0387984542

ISBN-13: 9780387984544

Edition: 2nd 1998 (Revised)

Authors: John O. Rawlings, Sastry G. Pantula, David A. Dickey

List price: $129.99

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Book details

List price: $129.99
Edition: 2nd
Copyright year: 1998
Publisher: Springer New York
Publication date: 4/23/1998
Binding: Hardcover
Pages: 660
Size: 7.01" wide x 10.00" long x 0.58" tall
Weight: 2.882
Language: English



Preface



Review of Simple Regression



Introduction to Matrices



Multiple Regression in Matrix Notation



Analysis of Variance and Quadratic Forms



Case Study: Five Independent Variables



Geometry of Least Squares



Model Development: Variable Selection



Polynomial Regression



Class Variables in Regression



Problem Areas in Least Squares



Regression Diagnostics



Transformation of Variables



Collinearity



Case Study: Collinearity Problems



Models Nonlinear in the Parameters



Case Study: Response Curve Modeling



Analysis of Unbalanced Data



Mixed Effects Models



Case Study: Analysis of Unbalanced Data


A Appendix Tables


References


Author Index


Subject Index