A Data-Driven Bound on Variances for Avoiding Degeneracy in Univariate Gaussian Mixtures, p.71, 2011. ,
Estimating the components of a mixture of normal distributions, Biometrika, vol.56, issue.3, pp.463-474, 1969. ,
DOI : 10.1093/biomet/56.3.463
A Constrained Formulation of Maximum-Likelihood Estimation for Normal Mixture Distributions, The Annals of Statistics, vol.13, issue.2, pp.795-800, 1985. ,
DOI : 10.1214/aos/1176349557
Constrained monotone EM algorithms for finite mixture of multivariate Gaussians, Computational Statistics & Data Analysis, vol.51, issue.11, pp.5339-5351, 2007. ,
DOI : 10.1016/j.csda.2006.10.011
Consistency of the maximum likelihood estimates in the presence of infinitely many incidental parameters, Math. Stat, vol.127, pp.887-906, 1956. ,
Conditional Maximum Likelihood Estimation in Gaussian Mixtures, Stat. Dist. Sci. Work, vol.5, pp.111-125, 1981. ,
DOI : 10.1007/978-94-009-8552-0_9
Mixture Densities, Maximum Likelihood and the EM Algorithm, SIAM Review, vol.26, issue.2, pp.195-239, 1984. ,
DOI : 10.1137/1026034
Strong consistency of the maximum likelihood estimator for finite mixtures of location-scale distributions when the scale parameters are exponentially small, Bernoulli, vol.12, issue.6, pp.12-1003, 2006. ,
DOI : 10.3150/bj/1165269148