Diagnostics for residual outliers using deviance component in binary logistic regression.
Detection of outliers based on residuals has received great interest in logistic regression. These methods like Pearson residuals and deviance residuals are only reliable for identifying a single outlier but fails for multiple outlier due to the masking and swamping problems. Therefore it is necessa...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English English |
| Published: |
IDOSI Publications
2011
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| Online Access: | http://psasir.upm.edu.my/id/eprint/25295/1/Diagnostics%20for%20residual%20outliers%20using%20deviance%20component%20in%20binary%20logistic%20regression.pdf |