Markov Equivalence for Ancestral Graphs* By R. Ayesha Ali, Thomas Richardson and Peter Spirtes TECHNICAL REPORT No. 466 September 2004 Department of Statistics, Box 354322 University of Washington Seattle, Washington 98195 USA