Assume that the training examples
with
were generated from a mixture of
lines

(7) |

where

(8) |

and the hidden variable if is generated from line and 0 otherwise. Derive the update equations for the M-step of the EM algorithm for the variables and .

Haeusler Stefan 2011-12-06