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Activity Number: 93
Type: Invited
Date/Time: Monday, August 3, 2009 : 8:30 AM to 10:20 AM
Sponsor: IMS
Abstract - #302989
Title: Asymptotics of Change-Point--Type Parameter Estimates Under a Changing Sequence of Sampling Distributions
Author(s): Rui Song*+ and Moulinath Banerjee and Michael Kosorok
Companies: Colorado State University and University of Michigan and The University of North Carolina at Chapel Hill
Address: , , ,
Keywords:
Abstract:

In this talk we consider an intermediate approach to investigating the convergence rates when the true underline distribution is changing with n. Examples include nonparametric regression with a split-point limit, gradual change with an abrupt change limit, and change-points with a hinge-point limit, when models change with n. For these three change-point related problems, the proposed intermediate rate theorem is applied and their corresponding systematic intermediate rates and the rescaled weak convergence are established.


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