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Arthur P Dempster

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Institutions
  
Harvard University

Notable students
  
Nan Laird

Doctoral advisor
  
John Tukey

Fields
  
Statistics

Name
  
Arthur Dempster


Arthur P. Dempster statichwpiharvardedufilesstylesprofilefull

Alma mater
  
Princeton University (PhD 1956) University of Toronto (BA 1952; MA 1953)

Thesis
  
The two-sample multivariate problem in the degenerate case (1956)

Known for
  
Dempster–Shafer theory EM algorithm

Notable awards
  
Putnam Fellow (1961) ASA Fellow (1964) IMS Fellow (1963) Guggenheim Fellow AAAS Fellow (1997)

Education
  
Princeton University (1956)

Books
  
Elements of continuous multivariate analysis

Awards
  
Guggenheim Fellowship for Natural Sciences, US & Canada, R. A. Fisher Lectureship

Arthur Pentland Dempster (born 1929) is a Professor Emeritus in the Harvard University Department of Statistics. He was one of four faculty when the department was founded in 1957.

Contents

Biography

Dempster received his B.A. in mathematics and physics (1952) and M.A. in mathematics (1953), both from the University of Toronto. He obtained his Ph.D. in mathematical statistics from Princeton University in 1956. His thesis, titled The two-sample multivariate problem in the degenerate case, was written under the supervision of John Tukey.

Academic works

Among his contributions to statistics are the Dempster–Shafer theory and the expectation-maximization (EM) algorithm.

Selected publications

  • Dempster, A. P. (1967), "Upper and lower probabilities induced by a multivalued mapping", The Annals of Mathematical Statistics, 38 (2): 325–339, doi:10.1214/aoms/1177698950 
  • Dempster, A. P.; Laird, N.; Rubin, D. B. (1977), "Maximum likelihood from incomplete data via the EM algorithm", Journal of the Royal Statistical Society, Series B, 39 (1): 1–38, JSTOR 2984875 
  • Honors and awards

    Dempster was a Putnam Fellow in 1951. He was elected to ASA Fellow in 1964, IMS Fellow in 1963, and AAAS Fellow in 1997.

    References

    Arthur P. Dempster Wikipedia