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math.ST2025
Strong consistency of pseudo-likelihood parameter estimator for univariate Gaussian mixture models
Jüri Lember, Raul Kangro, Kristi Kuljus
We consider a new method for estimating the parameters of univariate Gaussian mixture models. The method relies on a nonparametric density estimator (typically a kernel…
math.ST2019
Asymptotic normality of generalized maximum spacing estimators for multivariate observations
Kristi Kuljus, Bo Ranneby
In this paper, the maximum spacing method is considered for multivariate observations. Nearest neighbour balls are used as a multidimensional analogue to univariate spacings. A cla…