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Consistency of logistic regression coefficient estimates calculated from a training sample

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Abstract

The paper deals with logistic regression when the sample is split into training and holdout sub-samples. Under the assumption that, asymptotically, the ratio of the sizes of the two sub-samples is approximately fixed, we prove that the logistic regression coefficient MLEs calculated from the training sample are consistent.

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