A Framework for Research in Database Management for Statistical Analysis.

Douglas M. Bates, Haran Boral, David J. DeWitt: A Framework for Research in Database Management for Statistical Analysis. SIGMOD Conference 1982: 69-78

@inproceedings{DBLP:conf/sigmod/BatesBD82,
  author    = {Douglas M. Bates and
               Haran Boral and
               David J. DeWitt},
  editor    = {Mario Schkolnick},
  title     = {A Framework for Research in Database Management for Statistical
               Analysis},
  booktitle = {Proceedings of the 1982 ACM SIGMOD International Conference on
               Management of Data, Orlando, Florida, June 2-4, 1982},
  publisher = {ACM Press},
  year      = {1982},
  pages     = {69-78},
  ee        = {http://doi.acm.org/10.1145/582353.582365, db/conf/sigmod/BatesBD82.html},
  crossref  = {DBLP:conf/sigmod/82},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

This paper is intended to introduce those familiar with database management issues to the problems of managing large statistical databases. We begin with a characterization of statistical databases based on the structure and use of the data in the database. Several data management problems are then described. In particular, we discuss the problem of repetitive computations on large segments of the database during the lifetime of a statistical analysis. The organization of a data management system which avoids this problem by caching previously computed results and automatically maintaining their integrity is presented. We conclude with a list of problems that this organization raises and a discussion of related work.

Copyright © 1982 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.

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References

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