STAT 592:
Special Topics: Empirical Processes

Winter Quarter 1999

Possible Project Topics (last updated: 1/3/99)

  • Infinite - Dimensional M-estimates
  • Applications of empirical process methods to semiparametric models
  • Applications of empirical process methods to adaptive density and function estimation
  • Applications of empirical process theory to non-standard asymptotics
  • Empirical processes and model selection
  • Strong and weak approximation rates: joint constructions.
  • Uniform CLT's for Dependent Data
  • Multivariate Inference
  • Isoperimetric methods and inequalities
  • U-processes
  • Clustering, Classification, Regression Trees, and Dimension Asymptotics
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