Estimating the Coefficients of a Mixture of Two Linear Regressions by Expectation Maximization

Jason M. Klusowski, Dana Yang, W. D. Brinda

We give convergence guarantees for estimating the coefficients of a symmetric mixture of two linear regressions by expectation maximization (EM). In particular, we show that the em…