UCLA STATISTICAL SERIES

Technical Report (R155)
J. Pearl and T.S. Verma
``A Statistical Semantics for Causation'' in
Proceeding, 3rd International Workshop on AI & Statistics ,
Fort Lauderdale, FL, January 25, 1991.
Also in Statistics and Computing, 2, Chapman and Hall, 9195, 1992.

Technical Report (R161L)
M. Goldszmidt and J. Pearl
``Qualitative Probabilities for Default Reasoning, Belief Revision,
and Causal Modeling''
To appear in Artificial Intelligence.

Technical Report (R175)
J. Pearl
``Belief Networks Revisited''
Artificial Intelligence, 59, 4956, 1993.
[Invited submission  Special Issue, ``AI in Perspective'']

Technical Report (R177)
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 (UAI92), Stanford,
CA, 323330, July 1992. Morgan Kaufmann, San Mateo, CA.

Technical Report (R183)
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, 141150, January 1993.
Also in P. Cheeseman and W. Oldford (Eds.), Selecting Models and Data,
Artificial Intelligence and Statistics IV, SpringerVerlag, 205214, 1994.

Technical Report (R192)
J. Pearl
``A Calculus of Pragmatic Obligation''
Presented at the AAAI Spring Symposium on Reasoning about Mental States,
Stanford, CA March 2325, 1993.

Technical Report (R195SS)
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, 266269, 1993.

Technical Report (R195LL)
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, 399401, August 1993.

Technical Report (R195LLL)
J. Pearl
``From Bayesian Networks to Causal Networks''
in A. Gammerman (Ed.), Bayesian Networks and Probabilistic Reasoning,
Alfred Walter Ltd., London, 1994.

Technical Report (R199)
A. Balke and J. Pearl
``Nonparametric Bounds on Causal Effects from Partial Compliance Data''
UCLA Cognitive Systems Laboratory, Technical Report R199, September 1994.

Technical Report (R199A)
A. Balke and J. Pearl
``Universal Formulas for Treatment Effects from Noncompliance Data''
UCLA Computer Science Department, Technical Report (R199A), 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 (R200)
J. Pearl
``On the Statistical Interpretation of Structural Equations''
UCLA Cognitive Systems Laboratory, Technical Report R200, July 1993.

Technical Report (R203L)
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 R203AIM) to appear in Artificial Intelligence
in Medicine Journal .

Technical Report (R205II)
SW. Tan and J. Pearl
``Specification and Evaluation of Preferences for Planning under Uncertainty,''
In J. Doyle, E. Sandewall, P. Torasso (Eds.), Proceedings of the Fourth
International Conference, Principles of Knowledge Representation and Reasoning
(KR94), Bonn, Germany, Morgan Kaufmann, San Francisco, CA, 530539,
May 2427, 1994.

Technical Report (R206)
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 DecisionTheoretic Planning, March 2123, 1994.
In the Proceedings of the Twelfth National Conference on Artificial
Intelligence (AAAI94), Seattle, WA, Volume I, 238244,
July 31  August 4, 1994.

Technical Report (R207), Revision IV
J. Pearl
``On the Identification of Nonparametric Structural Models''
UCLA Cognitive Systems Laboratory, Technical Report R207, November 1995.
To appear in Latent Variable Modeling with Application to Causality,
Springer Verlag, Lecture Notes Series.

Technical Report (R210)
J. Pearl
``Mediating Instrumental Variables''
UCLA Cognitive Systems Laboratory, Technical Report R210, December 1993.

Technical Report (R211S), Revision I
J. Pearl
``A Note on Testing Exogeneity of Instrumental Variables''
UCLA Cognitive Systems Laboratory, Technical Report R211S, December 1993.

Technical Report (R211U)
J. Pearl
``On the Testability of Causal Models with Latent and Instrumental Variables''
UCLA Cognitive Systems Laboratory, Technical Report R211U, May 1995.
In P. Besnard and S. Hanks (Eds.), Uncertainty in
Artificial Intelligence 11, Morgan Kaufmann, San Francisco,
CA, 435443, 1995.

Technical Report (R212)
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 (UAI94),
Morgan Kaufman, San Mateo, CA, 454462, 1994.

Technical Report (R213A)
A. Balke and J. Pearl
``Probabilistic Evaluation of Counterfactual Queries''
In Proceedings of the Twelfth National Conference on Artificial
Intelligence (AAAI94), Seattle, WA, Volume I, 230237,
July 31  August 4, 1994.

Technical Report (R213B)
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 (UAI94), Morgan Kaufmann,
San Mateo, CA, 4654, July 2931, 1994.

Technical Report (R214)
SW. Tan
``Qualitative Decision Theory,''
in Proceedings of the Twelfth National Conference on Artificial
Intelligence (AAAI94), Seattle, WA, Volume II, 928933,
July 31  August 4, 1994.

Technical Report (R215)
SW. Tan and J. Pearl
``Exceptional Subclasses in Qualitative Probability,''
in Proceedings of the Tenth Conference on Uncertainty in Artificial
Intelligence (UAI94), Seattle, WA, pp. 553559, July 2931, 1994.

Technical Report (R216), Revision I
J. Pearl
``Bayesian Networks''
In M. Arbib (Ed.), Handbook of Brain Theory and Neural Networks,
MIT Press, 149153, 1995.

Technical Report (R217), Revision I
J. Pearl
``Three Statistical Puzzles''
UCLA Cognitive Systems Laboratory, Technical Report R217, May 1994.

 Technical Report (R218B)
Pearl, J.
``Causal diagrams for empirical research,''
UCLA Cognitive Systems Laboratory, Technical Report R218B, March 1995.
To appear in Biometrika, 82(4), 669709, December 1995.

 Technical Report (R218BL)
Pearl, J.
``Causal diagrams for empirical research,''
UCLA Cognitive Systems Laboratory, Technical Report R218BL, February 1995.
A shorter version (R218B) to appear in Biometrika, December 1995.

Technical Report (R219U)
J. Pearl and James Robins
``Probabilistic evaluation of sequential plans from causal models
with hidden variables,''
UCLA Cognitive Systems Laboratory, Technical Report R219U, May 1995.
In P. Besnard and S. Hanks (Eds.), Uncertainty in
Artificial Intelligence 11, Morgan Kaufmann, San Francisco,
CA, 444453, 1995.

 Technical Report (R223U)
Pearl, J.
``Causation, action, and counterfactuals,''
Presented at Unicom Seminar, London, April 35, 1995. In
A. Gammerman (Ed.), Computational Learning and Probabilistic
Reasoning, John Wiley and Sons, New York, Chapter, 15, 235255, 1995.

Technical Report (R226U)
D. Galles and J. Pearl
``Testing Identifiability of Causal Effects,''
UCLA Cognitive Systems Laboratory, Technical Report R226U, May 1995.
In P. Besnard and S. Hanks (Eds.), Uncertainty in Artificial
Intelligence 11, Morgan Kaufmann, San Francisco, CA, 185195, 1995.

Technical Report (R232U)
A. Balke and J. Pearl
``Counterfactuals and Policy Analysis in Structural Models''
UCLA Cognitive Systems Laboratory, Technical Report R232U, May 1995.
In P. Besnard and S. Hanks (Eds.), Uncertainty in
Artificial Intelligence 11, Morgan Kaufmann, San Francisco,
CA, 1118, 1995.
REPORT REQUESTS are to be directed to:
Prof. Judea Pearl (judea@cs.ucla.edu)
UCLA Computer Science Department
6291 Boelter Hall
Los Angeles, California 900241596
(310) 8253243