This note presents a generally applicable discretization method for computi
ng the transient distribution of the cumulative reward in a continuous-time
Markov chain. A key feature of the algorithm is an error estimate for spee
ding up the calculations. The algorithm is easy to program and is numerical
ly stable. (C) 2000 Elsevier Science B.V. All rights reserved.