Semi-Markov models are common modeling tools in the analysis of machines subject to stochastic failures. In this book, we consider systems with finite number of states and random holding times in each state. This consideration relaxes the exponential assumption and provides a rich class of models applicable in reliability, maintenance studies and survival analysis. In practice, data analysis for semi-Markov processes can be quite difficult. The...