Defining Robust Regression |
A Real-World Example: Coital Frequency of Married Couples in the 1970s |
Breakdown Point |
Relative Efficiency |
Measures of Scale |
Comparing Various Estimates |
Implications of Unusual Cases for OLS Estimates and Standard Errors |
Detecting Problematic Observations in OLS Regression |
L-Estimators |
M-Estimators |
S-Estimators |
MM-Estimators |
Diagnostics Revisited: Robust Regression-Related Methods for Detecting Outliers |
Asymptotic Standard Errors for Robust Regression Estimators |
Notes |
Detecting Unusual Cases in Generalized Linear Models |
Notes |