© 1985 by Biometrika Trust
Influence measures for logistic regression: Another point of view
Division of Statistics, University of California Davis, California 95616, U.S.A.
Several measures of influence for logistic regression have been suggested. These measures have been developed for the purpose of identifying observations which are influential relative to the estimation of the regression coefficients vector and the deviance. We propose measures for detecting influence relative to the determination of probabilities and the classification of future observations. The relationships among measures are indicated.
Key Words: Classification Divergence Prediction