UCLA STATISTICAL SERIES

• Technical Report (R-155) J. Pearl and T.S. Verma ``A Statistical Semantics for Causation'' in Proceeding, 3rd International Workshop on AI & Statistics , Fort Lauderdale, FL, January 2-5, 1991. Also in Statistics and Computing, 2, Chapman and Hall, 91-95, 1992.
• Technical Report (R-161-L) M. Goldszmidt and J. Pearl ``Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling'' To appear in Artificial Intelligence.
• Technical Report (R-175) J. Pearl ``Belief Networks Revisited'' Artificial Intelligence, 59, 49-56, 1993. [Invited submission -- Special Issue, ``AI in Perspective'']
• Technical Report (R-177) T.S. Verma and J. Pearl ``An Algorithm for Deciding if a Set of Observed Independencies has a Causal Explanation'' in Proceedings, Eighth Conference on Uncertainty in Artificial Intelligence (UAI-92), Stanford, CA, 323-330, July 1992. Morgan Kaufmann, San Mateo, CA.
• Technical Report (R-183) J. Pearl and N. Wermuth ``When Can Association Graphs Admit A Causal Explanation?'' in Proceedings of the Fourth International Workshop on Artificial Intelligence and Statistics, 141-150, January 1993. Also in P. Cheeseman and W. Oldford (Eds.), Selecting Models and Data, Artificial Intelligence and Statistics IV, Springer-Verlag, 205-214, 1994.
• Technical Report (R-192) J. Pearl ``A Calculus of Pragmatic Obligation'' Presented at the AAAI Spring Symposium on Reasoning about Mental States, Stanford, CA March 23-25, 1993.
• Technical Report (R-195-SS) J. Pearl ``Graphical Models, Causality, and Intervention'' [comments on: `Linear Dependencies Represented by Chain Graphics' by D. Cox and N. Wermuth, N., and `Bayesian Analysis in Expert Systems' by D.J. Spiegelhalter, A.P. Dawid, S.L. Lauritzen, and R.G. Cowell], Statistical Science, Vol. 8, 266-269, 1993.
• Technical Report (R-195-LL) J. Pearl ``Aspects of Graphical Models Connected With Causality,'' in Proceedings of the 49th Session of the International Statistical Institute, Italy, Tome LV, Book 1, Florence, 399-401, August 1993.
• Technical Report (R-195-LLL) J. Pearl ``From Bayesian Networks to Causal Networks'' in A. Gammerman (Ed.), Bayesian Networks and Probabilistic Reasoning, Alfred Walter Ltd., London, 1994.
• Technical Report (R-199) A. Balke and J. Pearl ``Nonparametric Bounds on Causal Effects from Partial Compliance Data'' UCLA Cognitive Systems Laboratory, Technical Report R-199, September 1994.
• Technical Report (R-199-A) A. Balke and J. Pearl ``Universal Formulas for Treatment Effects from Noncompliance Data'' UCLA Computer Science Department, Technical Report (R-199-A), August 1994. In Proceedings of the 1994 International Research Conference on Lifetime Data Models in Realibility and Survival Analysis, boston, June 1994. To appear in N.P. Jewell, A.C. Kimber, M.-L.T. Lee, and G.A. Whitmore (Eds.), Lifetime Data, Kluwer Academic Publishers, Dordrecht, 1995.
• Technical Report (R-200) J. Pearl ``On the Statistical Interpretation of Structural Equations'' UCLA Cognitive Systems Laboratory, Technical Report R-200, July 1993.
• Technical Report (R-202) A. Darwiche and J. Pearl ``On the Logic of Iterated Belief Revision'' In R. Fagin (Ed.), Proceedings of the 1994 Conference on Theoretical Aspects of Reasoning about Knowledge (TARK `94), Pacific Grove, CA, pp. 5--23, March 13-16, 1994.
• Technical Report (R-203-L) J. Pearl ``Causal Inference from Indirect Experiments'' in Symposium Notes of the 1994 AAAI Spring Symposium on Artificial Intelligence in Medicine, Stanford, CA, March 1994. Extended version (Technical Report R-203-AIM) to appear in Artificial Intelligence in Medicine Journal .
• Technical Report (R-206) A. Darwiche and J. Pearl ``Symbolic Causal Networks for Reasoning about Actions and Plans'' Presented in Symposium Notes of the 1994 AAAI Spring Symposium on Decision-Theoretic Planning, March 21-23, 1994. In the Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), Seattle, WA, Volume I, 238--244, July 31 - August 4, 1994.
• Technical Report (R-207), Revision IV J. Pearl ``On the Identification of Nonparametric Structural Models'' UCLA Cognitive Systems Laboratory, Technical Report R-207, November 1995. To appear in Latent Variable Modeling with Application to Causality, Springer Verlag, Lecture Notes Series.
• Technical Report (R-210) J. Pearl ``Mediating Instrumental Variables'' UCLA Cognitive Systems Laboratory, Technical Report R-210, December 1993.
• Technical Report (R-211-S), Revision I J. Pearl ``A Note on Testing Exogeneity of Instrumental Variables'' UCLA Cognitive Systems Laboratory, Technical Report R-211-S, December 1993.
• Technical Report (R-211-U) J. Pearl ``On the Testability of Causal Models with Latent and Instrumental Variables'' UCLA Cognitive Systems Laboratory, Technical Report R-211-U, May 1995. In P. Besnard and S. Hanks (Eds.), Uncertainty in Artificial Intelligence 11, Morgan Kaufmann, San Francisco, CA, 435--443, 1995.
• Technical Report (R-212) J. Pearl ``A Probabilistic Calculus of Actions'' In R. Lopez de Mantaras and D. Poole (Eds.), Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence (UAI-94), Morgan Kaufman, San Mateo, CA, 454-462, 1994.
• Technical Report (R-213-A) A. Balke and J. Pearl ``Probabilistic Evaluation of Counterfactual Queries'' In Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), Seattle, WA, Volume I, 230-237, July 31 - August 4, 1994.
• Technical Report (R-213-B) A. Balke and J. Pearl ``Counterfactual Probabilities: Computational Methods, Bounds, & Applications'' In R. Lopez de Mantaras and D. Poole (Eds.), Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI-94), Morgan Kaufmann, San Mateo, CA, 46-54, July 29-31, 1994.
• Technical Report (R-216), Revision I J. Pearl ``Bayesian Networks'' In M. Arbib (Ed.), Handbook of Brain Theory and Neural Networks, MIT Press, 149--153, 1995.
• Technical Report (R-217), Revision I J. Pearl ``Three Statistical Puzzles'' UCLA Cognitive Systems Laboratory, Technical Report R-217, May 1994.
• Technical Report (R-218-B) Pearl, J. ``Causal diagrams for empirical research,'' UCLA Cognitive Systems Laboratory, Technical Report R-218-B, March 1995. To appear in Biometrika, 82(4), 669--709, December 1995.
• Technical Report (R-218-B-L) Pearl, J. ``Causal diagrams for empirical research,'' UCLA Cognitive Systems Laboratory, Technical Report R-218-B-L, February 1995. A shorter version (R-218-B) to appear in Biometrika, December 1995.
• Technical Report (R-219-U) J. Pearl and James Robins ``Probabilistic evaluation of sequential plans from causal models with hidden variables,'' UCLA Cognitive Systems Laboratory, Technical Report R-219-U, May 1995. In P. Besnard and S. Hanks (Eds.), Uncertainty in Artificial Intelligence 11, Morgan Kaufmann, San Francisco, CA, 444--453, 1995.
• Technical Report (R-223-U) Pearl, J. ``Causation, action, and counterfactuals,'' Presented at Unicom Seminar, London, April 3-5, 1995. In A. Gammerman (Ed.), Computational Learning and Probabilistic Reasoning<\EM>, John Wiley and Sons, New York, Chapter, 15, 235--255, 1995.
• Technical Report (R-226-U) D. Galles and J. Pearl ``Testing Identifiability of Causal Effects,'' UCLA Cognitive Systems Laboratory, Technical Report R-226-U, May 1995. In P. Besnard and S. Hanks (Eds.), Uncertainty in Artificial Intelligence 11, Morgan Kaufmann, San Francisco, CA, 185--195, 1995.
• Technical Report (R-232-U) A. Balke and J. Pearl ``Counterfactuals and Policy Analysis in Structural Models'' UCLA Cognitive Systems Laboratory, Technical Report R-232-U, May 1995. In P. Besnard and S. Hanks (Eds.), Uncertainty in Artificial Intelligence 11, Morgan Kaufmann, San Francisco, CA, 11--18, 1995.