134 citations · 375 across the 22 of their papers we have counts for
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stat.ME2015★ 2 cited
Model Based Clustering for Mixed Data: clustMD
Damien McParland, Isobel Claire Gormley
A model based clustering procedure for data of mixed type, clustMD, is developed using a latent variable model. It is proposed that a latent variable, following a mixture of Gaussi…
stat.CO2015★ 2 cited
Investigation of Parameter Uncertainty in Clustering Using a Gaussian Mixture Model Via Jackknife, Bootstrap and Weighted Likelihood Bootstrap
Adrian O'Hagan, Thomas Brendan Murphy, Luca Scrucca +1
Mixture models are a popular tool in model-based clustering. Such a model is often fitted by a procedure that maximizes the likelihood, such as the EM algorithm. At convergence, th…