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Exercises

Try gaussian mixture modelling an image of some Chinese characters. Can you use the same trick of describing the gaussians by computing gaussians for them (UpWriting) in order to tell different characters apart?

8.

Next:BibliographyUp:Decisions: Statistical methodsPrevious:Summary of ChapterMike Alder

9/19/1997

Bibliography

1.

B.S. Everitt and D.J. Hand, Finite mixture distributions New York: Chapman and Hall, 1981. 4.

A.P. Dempster, N.M. Laird and D.B. Rubin, Maximum Likelihood from Incomplete Data via the EM Algorithm,Proc.Roy.Stat.Soc., 1, 1977.

James O. Berger, Statistical decision theory and Bayesian analysis 2nd ed. New York : Springer-Verlag, c1985
8.

N.N. Cencov, (Tr: Lev J. Leifman), Statistical decision rules and optimal inference Providence, R.I : American Mathematical Society, 1982.

11.

G. Hadley, Introduction to probability and statistical decision theory San Francisco : Holden-Day, 1967.