most citedUniform Convergence Rates for Maximum Likelihood Estimation under Two-Component Gaussian Mixture Models

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math.ST2020★ 1 cited

Uniform Convergence Rates for Maximum Likelihood Estimation under Two-Component Gaussian Mixture Models

Tudor Manole, Nhat Ho

We derive uniform convergence rates for the maximum likelihood estimator and minimax lower bounds for parameter estimation in two-component location-scale Gaussian mixture models w…