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G. J. McLachlan, On Bootstrapping the Likelihood Ratio Test Stastistic for the Number of Components in a Normal Mixture, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 36, No. 3 (1987), pp. 318-324
Geoffrey J. McLachlan (Thu,) studied this question.