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math.ST2015
Optimal rates for finite mixture estimation
Philippe Heinrich, Jonas Kahn
We study the rates of estimation of finite mixing distributions, that is, the parameters of the mixture. We prove that under some regularity and strong identifiability conditions,…
math.ST2015★ 9 cited
Minimax rates for finite mixture estimation
Philippe Heinrich, Jonas Kahn
We prove that under some regularity and strong identifiability conditions, around a mixing distribution with components, the optimal local minimax rate of estimation of a mix…