Bayesian inference for Gaussian mixture model with some novel algorithms

Online latent state estimation with Spark

Gene Set Enrichment Class Analysis for heterogeneous RNA sequencing data

The goal of ‘aldvmm’ is to fit adjusted limited dependent variable mixture models of health state utilities in R. Adjusted limited dependent variable mixture models are finite mixtures of normal distributions with an accumulation of density mass at the limits, and a gap between 100% quality of life and the next smaller utility value. The package…

Fit a univariate mixture of normals to simulated data using the EM algorithm