The effect of high leverage points on the maximum estimated likelihood for separation in logistic regression
This article is concerned with the performance of the maximum estimated likelihood estimator in the presence of separation in the space of the independent variables and high leverage points. The maximum likelihood estimator suffers from the problem of non overlap cases in the covariates where the re...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
AIP Publishing LLC
2014
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| Online Access: | http://psasir.upm.edu.my/id/eprint/57382/1/The%20effect%20of%20high%20leverage%20points%20on%20the%20maximum%20estimated%20likelihood%20for%20separation%20in%20logistic%20regression.pdf |