Modified generalized method of moments for a robust estimation of polytomous logistic model
The maximum likelihood estimation (MLE) method, typically used for polytomous logistic regression, is prone to bias due to both misclassification in outcome and contamination in the design matrix. Hence, robust estimators are needed. In this study, we propose such a method for nominal response data...
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| Format: | Article |
| Language: | English |
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PeerJ Inc.
2014-07-01
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| Series: | PeerJ |
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| Online Access: | https://peerj.com/articles/467.pdf |