Statistical analysis for a penalized EM algorithm in high-dimensional mixture linear regression model

Ning Wang, Xin Zhang, Qing Mai

The expectation-maximization (EM) algorithm and its variants are widely used in statistics. In high-dimensional mixture linear regression, the model is assumed to be a finite mixtu…