- ``A Statistical Semantics for Causation''
- Technical Report (R-155)
**J. Pearl**and**T.S. Verma**- 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. - ``Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling''
- Technical Report (R-161-L)
**M. Goldszmidt**and**J. Pearl**- To appear in
*Artificial Intelligence*. - ``Belief Networks Revisited''
- Technical Report (R-175)
**J. Pearl**- In
*Artificial Intelligence*, 59, 49-56, 1993. - [Invited submission -- Special Issue, ``AI in Perspective'']
- ``An Algorithm for Deciding if a Set of Observed Independencies has a Causal Explanation''
- Technical Report (R-177)
**T.S. Verma**and**J. Pearl**- In
*Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence (UAI-92)*, Morgan Kaufmann, San Mateo, CA, 323-330, July 1992. - ``When Can Association Graphs Admit A Causal Explanation?''
- Technical Report (R-183)
**J. Pearl**and**N. Wermuth**- In
*Proceedings of the Fourth International Workshop on Artificial Intelligence and Statistics*, 141-150, January 1993. - In P. Cheeseman and W. Oldford (Eds.),
*Selecting Models and Data, Artificial Intelligence and Statistics IV*, Springer-Verlag, 205-214, 1994. - ``A Calculus of Pragmatic Obligation''
- Technical Report (R-192)
**J. Pearl**- Presented at the
*AAAI Spring Symposium on Reasoning about Mental States*, Stanford, CA March 23-25, 1993. - ``Graphical Models, Causality, and Intervention''
- [comments on: `Linear Dependencies Represented by Chain Graphics' by D. Cox and N. Wermuth, and `Bayesian Analysis in Expert Systems' by D.J. Spiegelhalter, A.P. Dawid, S.L. Lauritzen, and R.G. Cowell],
- Technical Report (R-195-SS)
**J. Pearl**- In
*Statistical Science*, Vol. 8, 266-269, 1993. - ``Aspects of Graphical Models Connected With Causality,''
- Technical Report (R-195-LL)
**J. Pearl**- In
*Proceedings of the 49th Session of the International Statistical Institute*, Italy, Tome LV, Book 1, Florence, 399-401, August 1993. - ``From Bayesian Networks to Causal Networks''
- Technical Report (R-195-LLL)
**J. Pearl**- In A. Gammerman (Ed.)
*Bayesian Networks and Probabilistic Reasoning*, Alfred Walter Ltd., London, 1994. - ``Nonparametric Bounds on Causal Effects from Partial Compliance Data''
- Technical Report (R-199)
**A. Balke**and J**. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-199, September 1994.
- ``Universal Formulas for Treatment Effects from Noncompliance Data''
- Technical Report (R-199-A)
**A. Balke**and**J. Pearl**- In N.P. Jewell, A.C. Kimber, M.-L. Lee, and G.A. Whitmore (Eds.),
*Lifetime Data: Models in Reliability and Survival Analysis*, Kluwer Academic Publishers, Dordrecht, 39-43, 1995. - ``On the Statistical Interpretation of Structural Equations''
- Technical Report (R-200)
**J. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-200, July 1993.
- ``On the Logic of Iterated Belief Revision''
- Technical Report (R-202)
**A. Darwiche**and**J. Pearl**- In R. Fagin (Ed.),
*Proceedings of the 1994 Conference on Theoretical Aspects of Reasoning about Knowledge (TARK `94)*, Pacific Grove, CA, 5-23, March 13-16, 1994. - ``Causal Inference from Indirect Experiments''
- Technical Report (R-203-L)
**J. Pearl**- In
*Symposium Notes of the 1994 AAAI Spring Symposium on Artificial Intelligence in Medicine*, Stanford, CA, March 1994. - Extended version in
*Artificial Intelligence in Medicine Journal*, Vol. 7, No. 6, 561-582, 1995. - ``Symbolic Causal Networks for Reasoning about Actions and Plans''
- Technical Report (R-206)
**A. Darwiche**and**J. Pearl**- In
*Symposium Notes of the 1994 AAAI Spring Symposium on Decision-Theoretic Planning*, 41-47, March 21-23, 1994. - In
*Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94)*, Seattle, WA, Volume I, 238-244, July 31 - August 4, 1994. - ``On the Identification of Nonparametric Structural Models''
- Technical Report (R-207), Revision IV
**J. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-207, November 1995.
- To appear in
*Latent Variable Modelling with Application to Causality, Lecture Notes Series*, Springer Verlag. - ``Mediating Instrumental Variables''
- Technical Report (R-210)
**J. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-210, December 1993.
- ``A Note on Testing Exogeneity of Instrumental Variables''
- Technical Report (R-211-S), Revision I
**J. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-211-S, December 1993.
- ``On the Testability of Causal Models with Latent and Instrumental Variables''
- Technical Report (R-211-U)
**J. Pearl**- In P. Besnard and S. Hanks (Eds.),
*Uncertainty in Artificial Intelligence 11*, Morgan Kaufmann, San Francisco, CA, 435-443, 1995. - ``A Probabilistic Calculus of Actions''
- Technical Report (R-212)
**J. Pearl**- 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. - ``Probabilistic Evaluation of Counterfactual Queries''
- Technical Report (R-213-A)
**A. Balke**and J**. Pearl**- In
*Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94)*, Seattle, WA, Volume I, 230-237, July 31 - August 4, 1994. - ``Counterfactual Probabilities: Computational Methods, Bounds, & Applications''
- Technical Report (R-213-B)
**A. Balke**and**J. Pearl**- 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. - ``Bayesian Networks''
- Technical Report (R-216), Revision I
**J. Pearl**- In M. Arbib (Ed.),
*Handbook of Brain Theory and Neural Networks*, MIT Press, 149-153, 1995. - ``Three Statistical Puzzles''
- Technical Report (R-217), Revision I
**J. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-217, May 1994.
- ``Causal Diagrams for Empirical Research,''
- Technical Report (R-218-B)
**J. Pearl**- In
*Biometrika*, Vol. 82, No. 4, 669-709, December 1995. - ``Causal diagrams for empirical research,''
- Technical Report (R-218-B-L)
**J. Pearl**- UCLA Cognitive Systems Laboratory, Technical Report R-218-B-L, January 1996.
- Expanded version of a paper in
*Biometrika*, 1995 (R-218-B). - ``Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables''
- Technical Report (R-219-U)
**J. Pearl**and**James Robins**- In P. Besnard and S. Hanks (Eds.),
*Uncertainty in Artificial Intelligence 11*, Morgan Kaufmann, San Francisco, CA, 444-453, 1995. - ``Causation, action, and counterfactuals,''
- Technical Report (R-223-U)
**J. Pearl**- Presented at
*UNICOM Seminar*, London, April 3-5, 1995. - In A. Gammerman (Ed.),
*Computational Learning and Probabilistic Reasoning*, John Wiley and Sons, New York, Chapter, 15, 235-255, 1995. - ``Testing Identifiability of Causal Effects,''
- Technical Report (R-226-U)
**D. Galles**and**J. Pearl**- In P. Besnard and S. Hanks (Eds.),
*Uncertainty in Artificial Intelligence 11*, Morgan Kaufmann, San Francisco, CA, 185-195, 1995. - ``Counterfactuals and Policy Analysis in Structural Models''
- Technical Report (R-232-U)
**A. Balke**and**J. Pearl**- In P. Besnard and S. Hanks (Eds.),
*Uncertainty in Artificial Intelligence 11*, Morgan Kaufmann, San Francisco, CA, 11-18, 1995. - ``Structural and Probabilistic Causality''
- Technical Report (R-237)
**J. Pearl**- To appear in D.R. Shanks, K.J. Holyoak, and D.L. Medin (Eds.),
*The Psychology of Learning and Motivation, Vol. 34: Causal Learning*Academic Press, San Diego, CA 1996. - ``Axioms of Causal Relevance''
- Technical Report (R-240-S), January 1996
**D. Galles**and**J. Pearl**- Preliminary version in
*Proceedings of the Fourth International Conference on Mathematics and AI*, Fort Lauderdale, FL, 64--67, January 1996. - ``A Clinician's Apprentice for Analyzing Non-compliance,''
- Technical Report (R-241), January 1996
**D.M. Chickering**and**J. Pearl**- To be presented at
*AAAI-96*. - ``Probabilistic Counterfactuals: Semantics, Computation, and Applications,''
- Technical Report (R-242), November 1995.
- A. Balke
*Ph.D. Thesis*- ``Identifying Independencies in Causal Graphs with Feedback''
- Technical Report (R-243), March 1996
**J. Pearl**and**R. Dechter**- Submitted to UAI-96.

REPORT REQUESTS are to be directed to:

Prof. Judea Pearl (judea@cs.ucla.edu)

UCLA Computer Science Department

4532 Boelter Hall

Los Angeles, California 90024-1596

(310) 825-3243