most citedOn consistency of the MLE under finite mixtures of location-scale distributions with a structural parameter

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math.ST2025★ 7 cited

On consistency of the MLE under finite mixtures of location-scale distributions with a structural parameter

Guanfu Liu, Pengfei Li, Yukun Liu +1

We provide a general and rigorous proof for the strong consistency of maximum likelihood estimators of the cumulative distribution function of the mixing distribution and structura…