STAT 592:
Special Topics: Empirical Processes
Winter Quarter 1999
Readings for Topic 11:
Clustering, Classification, Regression Trees, and Dimension Asymptotics
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Breiman, L., Friedman, J.H., Olshen, R.A., and Stone, C. J. (1984).
Classification and Regression Trees, Wadsworth, Belmont.
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Alexander, K. S. (1987).
Rates of growth and sample moduli for weighted empirical processes
indexed by sets.
Probability Theory and Related Fields 75, 379 - 423.
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Pollard, D. (1995).
Uniform ratio limit theorems for empirical processes.
Scand. J. Statistics 22, 271 - 278.
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Pollard, D. (1982).
A central limit theorem for k-means clustering.
Ann. Probability 10, 919-926.
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Diaconis, P. and Freedman, D. (1984).
Asymptotics of graphical projection pursuit.
Ann. Statist. 12, 793 - 815.
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