[net.ai] AI & statistics

WALKER@SUMEX-AIM.ARPA (06/27/84)

From:  Michael Walker <WALKER@SUMEX-AIM.ARPA>

Ken,

        Thank you for mentioning our work on RADIX in  the recent AILIST
response about AI and regression analysis. It prompted me to put together
a partial list of articles in AI and statistics, which I have been meaning
to do.  I've left out a number of articles by these authors in more obscure
journals and proceedings.  There is also work going on at Brunel University,
and at BBN, but I haven't seen any publications from them yet. If people
have additions to make, I would be happy to collect them and send them to
the list.

        If readers would like reprints, the following addresses may be
useful. Daryl Pregibon and Bill Gale can be reached at:

        Bell Laboratories
        600 Mountain Avenue
        Murray Hill, New Jersey
        07974

For D. Rodbard, write:

        D. Rodbard, M.D.
        National Institute of Child Health and HUman Development
        National Institutes of Health
        Bethesda, Maryland

Our address here at the RADIX project is:

        Robert L. Blum and Michael G. Walker
        RADIX Project
        Department of Computer Science
        Margaret Jacks Hall
        Stanford University
        Stanford, California
        94305



                                        Mike Walker
                                        WALKER@SUMEX-AIM.ARPA

[Blum 82a]     Blum, R.L.
               Discovery and Representation of Causal Relationships from a
                  Large Time-oriented Clincal Database: The RX Project.
               Springer-Verlag, 1982.
               Vol. 19 in the Medical Informatics series edited by D.A.B.
                  Lindberg and P.L. Reichertz.

[Blum 82b]     Blum, R. L.
               Discovery, Confirmation, and Incorporation of Causal
                  Relationships from a Large Time-Oriented Database: The RX
                  Project.
               Computers and Biomedical Research 15(2):164-187, 1982.

[Blum 82c]     Blum, R. L.
               Induction of Causal Relationships from a Time-Oriented Clinical
                  Database: An Overview of the RX Project.
               In Proceedings of the Symposium on Computer Applications in
                  Medical Care.  IEEE Computer Society, 1982.

[Blum 84]      Blum, R.L.
               Two-Stage Regression: Application to a Time-Oriented Clinical
                  Database.
               1984.
               in preparation.

[Chambers 81]  Chambers, J.M., Pregibon, D., and Zayas, E.
               Expert Software for Data Analysis: An Initial Experiment.
               In 43rd Session ISI.  Buenos Aires, Argentina, 1981.

[Gale 83]      Gale, W.A., and Pregibon, D.
               Using Expert Systems for Developing Statistical Strategy.
               In Joint Statistical Meetings.  Toronto, 1983.

[Hajek 82]     Hajek, P., and Ivanek, J.
               Artificial Intelligence and Data Analysis.
               In COMPSTAT 1982, pages 54-60.  International Association for
                  Statistical Computing, Physics-Verlag, Vienna, 1982.

[Rodbard 83]   Rodbard, D., Cole,B.R., and Munson,P.J.
               Development of a Friendly, Self-Teaching, Interactive
                  Statistical Package for Analysis of Clinical Research Data:
                  The BRIGHT STAT-PACK.
               In Seventh Annual Symposium on Computer Applications in Medical
                  Care, pages 701-704.  IEEE Computer Society, 1983.