Abstract
This paper is concerned with elementary methods for evaluating the distribution of the time to system failure, following a particular sequence of
events from a Markov chain. After discussing a simple example in which
a specific sequence from a two-state Markov chain leads to failure, the
method is generalized to a sequence from a