Finite mixture models represent complex data by combining several simple probability distributions, each weighted by a mixing proportion. This framework captures heterogeneity in populations or ...

Mixture modelling encompasses a class of statistical methods that represent complex data distributions as combinations of simpler component distributions. By introducing latent variables to indicate ...