STAT 592:
Special Topics: Empirical Processes
Winter Quarter 1999
Readings for Topic 3:
Density and function estimation
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Birge, L. and Massart, P. (1993).
Rates of convergence for minimum contrast estimators.
Probability Theory and Related Fields 97, 113 - 150.
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Shen, X., and Wong, W. H. (1994).
Convergence rate of sieve estimates.
Ann. Statist. 22, 580--615.
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Wong, W. H., and Shen, X. (1995).
Probability inequalities for likelihood ratios and convergence
rates of sieve MLE's.
Ann. Statist. 23, 339 - 363.
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Van de Geer, S. (1993).
Hellinger-consistency of certain nonparametric maximum likelhood
estimators.
Ann. Statist. 21, 14 - 44.
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Nolan, D., and Marron, J. S. (1989).
Uniform consistency of automatic and location-adaptive delta-sequence
estimators.
Probab. Th. Rel. Fields 80, 619 - 632.
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