http:^^singapore.cs.ucla.edu^csl_papers.html

This data set contains WWW-pages collected from computer science departments of various universities

<!WA42><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``A Probabilistic Calculus of Actions''</A>
<DD>Technical Report (R-212)
<DD><b>J. Pearl</b>
<DD>In R. Lopez de Mantaras and D. Poole (Eds.), <em>Proceedings of the Tenth 
Conference on Uncertainty in Artificial Intelligence (UAI-94)</em>, 
Morgan Kaufman, San Mateo, CA, 454-462, 1994.

<DT> <!WA43><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R213-A.ps.Z">
<!WA44><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Probabilistic Evaluation of 
Counterfactual Queries'' </A>
<DD>Technical Report (R-213-A)
<DD><b>A. Balke</b> and J<b>. Pearl</b>
<DD>In <em>Proceedings of the Twelfth National Conference on Artificial 
Intelligence (AAAI-94)</em>, Seattle, WA, Volume I, 230-237, 
July 31 - August 4, 1994.

<DT> <!WA45><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R213-B.ps.Z">
<!WA46><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Counterfactual Probabilities: Computational 
Methods, Bounds, & Applications''</A>
<DD>Technical Report (R-213-B)</A>
<DD><b>A. Balke</b> and <b>J. Pearl</b>
<DD>In R. Lopez de Mantaras and D. Poole (Eds.), <em>Proceedings of the 
Conference on Uncertainty in Artificial Intelligence (UAI-94)</em>, Morgan 
Kaufmann, San Mateo, CA, 46-54, July 29-31, 1994.

<DT> <!WA47><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R216.ps.Z">
<!WA48><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Bayesian Networks''</A>
<DD>Technical Report (R-216), Revision I
<DD><b>J. Pearl</b>
<DD>In M. Arbib (Ed.), <em>Handbook of Brain Theory and 
Neural Networks</em>, MIT Press, 149-153, 1995.

<DT> <!WA49><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R217.ps.Z">
<!WA50><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Three Statistical Puzzles'' </A>
<DD>Technical Report (R-217), Revision I
<DD><b>J. Pearl</b>
<DD>UCLA Cognitive Systems Laboratory, Technical Report R-217, May 1994.

<DT> <!WA51><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R218-B.ps.Z">
<!WA52><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Causal Diagrams for Empirical Research,''</A> 
<DD> Technical Report (R-218-B)
<DD><b>J. Pearl </b>
<DD>In <em>Biometrika</em>, Vol. 82, No. 4, 669-709, December 1995.

<DT> <!WA53><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R218-B-L.ps.Z">
<!WA54><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Causal diagrams for empirical research,''</A> 
<DD> Technical Report (R-218-B-L)
<DD><b>J. Pearl</b>
<DD>UCLA Cognitive Systems Laboratory, Technical Report R-218-B-L, January 1996.
<DD>Expanded version of a paper in <em>Biometrika</em>, 1995 (R-218-B).

<DT> <!WA55><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R219-U.ps.Z">
<!WA56><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Probabilistic Evaluation of Sequential 
Plans from Causal Models with Hidden Variables'' </A>
<DD>Technical Report (R-219-U)
<DD><b>J. Pearl</b> and <b>James Robins</b>
<DD>In P. Besnard and S. Hanks (Eds.), <em>Uncertainty in Artificial 
Intelligence 11</em>, Morgan Kaufmann, San Francisco, CA, 444-453, 1995.

<DT> <!WA57><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R223-T.ps.Z">
<!WA58><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Causation, action, and counterfactuals,''</A>
<DD> Technical Report (R-223-T)
<DD><b>J. Pearl</b>
<DD>In Y. Shoham (Ed.), <em>Theoretical Aspects of
Rationality and Knowledge, Proceedings of the Sixth Conference (TARK 1996)</em>
The Netherlands, 51--73, march 17-20, 1996.

<DT> <!WA59><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R223-U.ps.Z">
<!WA60><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Causation, action, and counterfactuals,''</A>
<DD> Technical Report (R-223-U)
<DD><b>J. Pearl</b>
<DD>Presented at <em>UNICOM Seminar</em>, London, April 3-5, 1995.
<DD>In A. Gammerman (Ed.), <em>Computational Learning and Probabilistic 
Reasoning</em>, John Wiley and Sons, New York, Chapter, 15, 235-255, 1995.

<DT> <!WA61><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R226-U.ps.Z">
<!WA62><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Testing Identifiability of Causal 
Effects,''</A>
<DD>Technical Report (R-226-U)</A>
<DD><b>D. Galles</b> and <b>J. Pearl</b>
<DD>In P. Besnard and S. Hanks (Eds.), <em>Uncertainty in Artificial 
Intelligence 11</em>, Morgan Kaufmann, San Francisco, CA, 185-195, 1995.

<DT> <!WA63><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R232-U.ps.Z">
<!WA64><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Counterfactuals and Policy Analysis 
in Structural Models''</A>
<DD>Technical Report (R-232-U)
<DD><b>A. Balke</b> and <b>J. Pearl</b>
<DD>In P. Besnard and S. Hanks (Eds.), <em>Uncertainty in Artificial 
Intelligence 11</em>, Morgan Kaufmann, San Francisco, CA, 11-18, 1995.

<DT> <!WA65><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R236.ps.Z">
<!WA66><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Graphical Models for Probabilistic and
Causal Reasoning''</A>
<DD>Technical Report (R-236)
<DD><b>J. Pearl</b>
<DD>To appear in D. Gabbay and P. Smets (Eds.), <em>Handbook on Defeasible
Reasoning and Uncertainty Management Systems</em>, Kluwer Academic Publishers,
Fall 1996.

<DT> <!WA67><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R237.ps.Z">
<!WA68><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Structural and Probabilistic Causality''</A>
<DD>Technical Report (R-237)
<DD><b>J. Pearl</b>
<DD>In D.R. Shanks, K.J. Holyoak, and D.L. Medin (Eds.), 
<em> The Psychology of Learning and Motivation, Vol. 34: Causal Learning</em> 
Academic Press, San Diego, CA 393--435, 1996.

<DT> <!WA69><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R238.ps.Z">
<!WA70><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Covariage Selection:  A Simple Solution
To a Long-Standing Problem''</A>
<DD>Technical Report (R-238)
<DD><b>J. Pearl</b>

<DT> <!WA71><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R240-S.ps.Z">
<!WA72><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Axioms of Causal Relevance''</A>
<DD>Technical Report (R-240-S), January 1996
<DD><b>D. Galles</b> and <b>J. Pearl</b>
<DD>Preliminary version in <em> Proceedings of the Fourth International 
Conference on Mathematics and AI</em>, Fort Lauderdale, FL, 64--67, 
January 1996.

<DT> <!WA73><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R240.ps.Z">
<!WA74><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Axioms of Causal Relevance''</A>
<DD>Technical Report (R-240), January 1996
<DD><b>D. Galles</b> and <b>J. Pearl</b>
<DD>Revision I - Submitted to <em>Artificial Intelligence</em>.

<DT> <!WA75><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R241.ps.Z">
<!WA76><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``A Clinician's Apprentice for Analyzing
Non-compliance,''</A>
<DD>Technical Report (R-241), January 1996
<DD><b>D.M. Chickering</b> and <b>J. Pearl</b>
<DD>In <em>Proceedings of the National Conference on Artificial Intelligence 
(AAAI-96)</em>, Portland, OR, 1269--1276, August 1996.

<DT><!WA77><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text">``Probabilistic Counterfactuals: Semantics, Computation, 
and Applications,''
<DD>Technical Report (R-242), November 1995.
<DD>A. Balke
<DD><em>Ph.D. Thesis</em>

<DT> <!WA78><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R243.ps.Z">
<!WA79><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Identifying Independencies in Causal 
Graphs with Feedback''</A>
<DD>Technical Report (R-243), March 1996
<DD><b>J. Pearl</b> and <b> R. Dechter</b>
<DD>Submitted to UAI-96.

<DT> <!WA80><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R244-S.ps">
<!WA81><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``On the Foundation of Structural
Equation Models or When Can We Give Causal Interpretation to Structural
Coefficients?''</A>
<DD>Technical Report (R-244-S), November 1996.
<DD><b>J. Pearl</b> 

<DT><!WA82><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text">``Learning Bayesian Networks from Data,''
<DD>Technical Report (R-245), June 1996.
<DD>D.M. Chickering
<DD><em>Ph.D. Thesis</em>

<DT> <!WA83><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R246.ps">
<!WA84><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Bayesian Networks''</A>
<DD>Technical Report (R-246), November 1996.
<DD><b>J. Pearl</b> 
<DD>To appear in <em>MIT Encyclopedia of the Cognitive Sciences</em>.

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<address>
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UCLA Computer Science Department</br>
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