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Date: Tue, 14 Jan 1997 21:46:03 GMTServer: NCSA/1.5Content-type: text/htmlLast-modified: Mon, 09 Dec 1996 19:24:49 GMTContent-length: 16264<HTML> <BODY BACKGROUND = "/graphics/blue_paper.gif"><HEAD><TITLE> UCLA Statistical Series </TITLE></HEAD><BODY><H1>Cognitive Systems Laboratory: </H1><H1>Publications </H1></a> <b>(Don't forget to sign our <!WA0><a href=http://singapore.cs.ucla.edu/guestbook.html>GUESTBOOK!</b></a>)<DL><DT> <!WA1><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R155.ps.Z"><!WA2><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``A Statistical Semantics for Causation''</A><DD> Technical Report (R-155)<DD><b>J. Pearl</b> and <b>T.S. Verma</b><DD>In <em>Proceeding, 3rd International Workshop on AI & Statistics</em>,Fort Lauderdale, FL, January 2-5, 1991. <DD>Also in <em>Statistics and Computing</em>, 2, Chapman and Hall, 91-95, 1992.<DT> <!WA3><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R156.ps.Z"><!WA4><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``A Theory of Inferred Causation''</A><DD> Technical Report (R-156)<DD><b>J. Pearl</b> and <b>T.S. Verma</b><DD>In J.A Allen, R. Fikes, and E. Sandewall (Eds.), <em>Principles ofKnowledge Representation and Reasoning: Proceeding of the Second International Conference</em>, San Mateo, CA: Morgan Kaufmann, 441-452, April 1991.<DD> A modified version was presented at the Ninth International Congressof Logic, Methodology, and Philosophy of Science, Uppsala, Sweden,August 7-14, 1991 and printed <DD>in D. Prawitz, B. Skyrms, and D. Westerstahl (Eds.),<em>Logic, Methodology and Philosophy of Science IX</em>, ElsevierScience B.V., 789-811, 1994.<DT> <!WA5><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R161-L.ps.Z"><!WA6><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling''</A><DD>Technical Report (R-161-L)<DD><b>M. Goldszmidt</b> and <b>J. Pearl</b><DD>In <em>Artificial Intelligence</em>, Vol. 84, No. 1-2, 57--112, 1996.<DT> <!WA7><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R175.ps.Z"><!WA8><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Belief Networks Revisited'' </A><DD>Technical Report (R-175)<DD><b>J. Pearl</b><DD>In <em>Artificial Intelligence</em>, 59, 49-56, 1993.<DD>[Invited submission -- Special Issue, ``AI in Perspective'']<DT> <!WA9><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R177.ps.Z"><!WA10><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``An Algorithm for Deciding if a Set of Observed Independencies has a Causal Explanation''</A><DD>Technical Report (R-177)</A><DD><b>T.S. Verma</b> and <b>J. Pearl</b><DD>In <em>Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence (UAI-92)</em>, Morgan Kaufmann, San Mateo, CA,323-330, July 1992. <DT> <!WA11><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R183.ps.Z"><!WA12><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``When Can Association Graphs Admit A Causal Explanation?'' </A><DD>Technical Report (R-183)<DD><b>J. Pearl</b> and <b>N. Wermuth</b><DD>In <em>Proceedings of the Fourth International Workshop on ArtificialIntelligence and Statistics</em>, 141-150, January 1993.<DD>In P. Cheeseman and W. Oldford (Eds.), <em>Selecting Models and Data, Artificial Intelligence and Statistics IV</em>, Springer-Verlag, 205-214, 1994.<DT> <!WA13><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R192.ps.Z"><!WA14><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``A Calculus of Pragmatic Obligation'' </A><DD>Technical Report (R-192)<DD><b>J. Pearl</b><DD>Presented at the <em>AAAI Spring Symposium on Reasoning about Mental States</em>, Stanford, CA March 23-25, 1993.<DT> <!WA15><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R195-SS.ps.Z"><!WA16><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Graphical Models, Causality, and Intervention'' </A><DD>[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], <DD>Technical Report (R-195-SS)<DD><b>J. Pearl</b><DD>In <em>Statistical Science</em>, Vol. 8, 266-269, 1993.<DT> <!WA17><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R195-LL.ps.Z"><!WA18><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Aspects of Graphical Models Connected With Causality,'' </A><DD>Technical Report (R-195-LL)<DD><b>J. Pearl</b><DD>In <em>Proceedings of the 49th Session of the International Statistical Institute</em>, Italy, Tome LV, Book 1, Florence, 399-401, August 1993.<DT> <!WA19><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R195-LLL.ps.Z"><!WA20><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``From Bayesian Networks to Causal Networks''</A><DD>Technical Report (R-195-LLL)<DD><b>J. Pearl</b><DD>In A. Gammerman (Ed.) <em>Bayesian Networks and Probabilistic Reasoning</em>, Alfred Walter Ltd., London, 1994.<DT> <!WA21><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R199.ps.Z"><!WA22><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Nonparametric Bounds on Causal Effects from Partial Compliance Data'' </A><DD>Technical Report (R-199)<DD><b>A. Balke</b> and J<b>. Pearl</b><DD>UCLA Cognitive Systems Laboratory, Technical Report R-199, September 1994.<DT> <!WA23><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R199-A.ps.Z"><!WA24><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Universal Formulas for Treatment Effects from Noncompliance Data''</A> <DD>Technical Report (R-199-A)<DD><b>A. Balke</b> and <b>J. Pearl</b><DD>In N.P. Jewell, A.C. Kimber, M.-L. Lee, and G.A. Whitmore (Eds.),<em>Lifetime Data: Models in Reliability and Survival Analysis</em>, KluwerAcademic Publishers, Dordrecht, 39-43, 1995.<DT> <!WA25><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R200.ps.Z"><!WA26><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``On the Statistical Interpretation of Structural Equations''</A><DD>Technical Report (R-200)<DD><b>J. Pearl</b><DD>UCLA Cognitive Systems Laboratory, Technical Report R-200, July 1993. <DT> <!WA27><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R202.ps.Z"><!WA28><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``On the Logic of Iterated Belief Revision''</A><DD>Technical Report (R-202)<DD><b>A. Darwiche</b> and <b>J. Pearl</b><DD>In R. Fagin (Ed.), <em>Proceedings of the 1994 Conference on Theoretical Aspects of Reasoning about Knowledge (TARK `94)</em>, Pacific Grove, CA, 5-23, March 13-16, 1994. To appear in <em>Artificial Intelligence</em>.Revised November 1996.<DT> <!WA29><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R203-L.ps.Z"><!WA30><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Causal Inference from Indirect Experiments'' </A><DD>Technical Report (R-203-L)<DD><b>J. Pearl</b><DD>In <em>Symposium Notes of the 1994 AAAI Spring Symposium on Artificial Intelligence in Medicine</em>, Stanford, CA, March 1994.<DD>Extended version in <em>Artificial Intelligence in Medicine Journal</em>,Vol. 7, No. 6, 561-582, 1995.<DT> <!WA31><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R206.ps.Z"><!WA32><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Symbolic Causal Networks for Reasoning about Actions and Plans''</A><DD>Technical Report (R-206)<DD><b>A. Darwiche</b> and <b>J. Pearl</b><DD>In <em>Symposium Notes of the 1994 AAAI SpringSymposium on Decision-Theoretic Planning</em>, 41-47, March 21-23, 1994.<DD>In <em>Proceedings of the Twelfth National Conference on ArtificialIntelligence (AAAI-94)</em>, Seattle, WA, Volume I, 238-244, July 31 - August 4, 1994.<DT> <!WA33><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R207.ps.Z"><!WA34><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``On the Identification of Nonparametric Structural Models''</A><DD>Technical Report (R-207), Revision IV<DD><b>J. Pearl</b><DD>UCLA Cognitive Systems Laboratory, Technical Report R-207, November 1995.<DD>To appear in <em>Latent Variable Modelling with Application to Causality, Lecture Notes Series</em>, Springer Verlag.<DT> <!WA35><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R210.ps.Z"><!WA36><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``Mediating Instrumental Variables'' </A><DD>Technical Report (R-210)<DD><b>J. Pearl</b><DD>UCLA Cognitive Systems Laboratory, Technical Report R-210, December 1993. <DT> <!WA37><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R211-S.ps.Z"><!WA38><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``A Note on Testing Exogeneity of Instrumental Variables'' </A><DD>Technical Report (R-211-S), Revision I</A><DD><b>J. Pearl</b><DD>UCLA Cognitive Systems Laboratory, Technical Report R-211-S, December 1993. <DT> <!WA39><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R211-U.ps.Z"><!WA40><IMG SRC="http://singapore.cs.ucla.edu/internal-gopher-text"> ``On the Testability of Causal Models with Latent and Instrumental Variables'' </A><DD>Technical Report (R-211-U)<DD><b>J. Pearl</b><DD>In P. Besnard and S. Hanks (Eds.), <em>Uncertainty in Artificial Intelligence 11</em>, Morgan Kaufmann, San Francisco, CA, 435-443, 1995.<DT> <!WA41><A HREF="ftp://ftp.cs.ucla.edu/pub/stat_ser/R212.ps.Z">⌨️ 快捷键说明
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