Regression analysis by example

• Main Author: Chatterjee, Samprit 1938-
• Corporate Author: John Wiley & Sons
• Other Authors: Hadi, Ali S.
• Format: Electronic Book
• Language: English
• Published: Hoboken, N.J. Wiley-Interscience c2006
• Edition: 4th ed.
• Series: Wiley series in probability and statistics
• Subjects: Ανάλυση παλινδρόμησης

Table of Contents:

• Simple linear regression
• Multiple linear regression
• Regression diagnostics : detection of model violations
• Qualitative variables as predictors
• Transformation of variables
• Weighted least squares
• The problem of correlated errors
• Analysis of collinear data
• Biased estimation of regression coefficients
• Variable selection procedures
• Logistic regression