Generating random variates from a distribution of phase type

  • Authors:
  • Marcel F. Neuts;Miriam E. Pagano

  • Affiliations:
  • -;-

  • Venue:
  • WSC '81 Proceedings of the 13th conference on Winter simulation - Volume 2
  • Year:
  • 1981

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Abstract

An algorithm for generating phase type random variates is presented. A phase type distribution is any distribution which may be that of the time until absorption in a finite state Markov process. The exponential sojourn times allow us to record only the number of visits, k, to each state before absorption and then generate appropriate Erlang-k random variates. A related algorithm for the superposition of renewal processes of phase type is also discussed.