Before revision:  Secondly, we prove convergence to a single set of parameters under reasonable conditions . Thirdly, we derive a closed-form expression for the error estimate in the EM algorithm allowing to approximate confidence intervals for the estimation .
After revision:  Secondly, we prove convergence to a single set of parameters under very weak conditions (for the TPM problem) .