For the admixture model, maximum likelihood estimates of ancestry and allele frequencies are shown to be consistent up to an equivalence class and asymptotically normal in interior and boundary settings.
Refinements of pinsker's inequality
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Consistency and Central Limit Results for the Maximum Likelihood Estimator in the Admixture Model
For the admixture model, maximum likelihood estimates of ancestry and allele frequencies are shown to be consistent up to an equivalence class and asymptotically normal in interior and boundary settings.