Applied Regression Analysis

Name: Applied Regression Analysis
Price: 9.0 USD
Availability: InStock
ISBN: 9780471029953

ISBN-10: 0471029955

ISBN-13: 9780471029953

Edition: 2nd 1981

Authors: Norman R. Draper, Harry Smith

List price: $89.95

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Book details

List price: $89.95
Edition: 2nd
Copyright year: 1981
Publisher: John Wiley & Sons, Incorporated
Binding: Hardcover
Pages: 736
Size: 6.50" wide x 9.50" long x 1.50" tall
Weight: 2.486
Language: English

NORMAN R. DRAPER teaches in the Department of Statistics at the University of Wisconsin. HARRY SMITH is a former faculty member of the Mt. Sinai School of Medicine.



Basic Prerequisite Knowledge


Fitting a Straight Line by Least Squares


Checking the Straight Line Fit


Fitting Straight Lines: Special Topics


Regression in Matrix Terms: Straight Line Case


The General Regression Situation


Extra Sums of Squares and Tests for Several Parameters Being Zero


Serial Correlation in the Residuals and the Durbin-Watson Test


More of Checking Fitted Models


Multiple Regression: Special Topics


Bias in Regression Estimates, and Expected Values of Mean Squares and Sums of Squares


On Worthwhile Regressions, Big F's, and R 2


Models Containing Functions of the Predictors, Including Polynomial Models


Transformation of the Response Variable


"Dummy" Variables


Selecting the "Best" Regression Equation


Ill-Conditioning in Regression Data


Ridge Regression


Generalized Linear Models (GLIM)


Mixture Ingredients as Predictor Variables


The Geometry of Least Squares


More Geometry of Least Squares


Orthogonal Polynomials and Summary Data


Multiple Regression Applied to Analysis of Variance Problems


An Introduction to Nonlinear Estimation


Robust Regression


Resampling Procedures (Bootstrapping)


Bibliography


True/False Questions


Answers to Exercises


Tables


Indexes