petri myllymaki ttrdkcqjlsbwklcshelsinkifi li guoliang wrote hi find references algorithms following three books 1 causation prediction search peter spirtes clark glymour richard scheines additional material david heckerman et al cambridge mass mit press c2000 edition 2nd ed 2 computation causation discovery edited clark glymour gregory f cooper menlo park calif aaai press cambridge mass mit press c1999 3 causality models reasoning inference judea pearl cambridge uk new york cambridge university press 2000 addition freely available implementation asp solution found httpbcoursehiitfi also supporting material go way dtrail use example data sets data choose either naive causal model notsonaive causal model first option uses models latent variables second considers also models latent variables parents exactly two observed variables best petri petri myllymäki phd professor department computer science university helsinki finland ttrdkcqjlsbwklcshelsinkifi wwwcshelsinkifipetrimyllymaki gsm 358 40 553 1162 office 358 9 191 51337 fax 358 9 694 9768 wed 06 aug 2008 060455 0200 uai causal direction bn