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Activity Number: 174
Type: Invited
Date/Time: Monday, July 30, 2007 : 2:00 PM to 3:50 PM
Sponsor: Section on Nonparametric Statistics
Abstract - #307966
Title: Higher-Order Properties of Block Bootstrap Confidence Intervals
Author(s): Soumendra N. Lahiri*+
Companies: Texas A&M University
Address: 405D Blocker, College Station, TX, 77843,
Keywords: percentile-t ; coverage probability ; stationarity ; studentization ; weak dependence
Abstract:

Higher-order properties of one- and two-sided block bootstrap confidence intervals based on weakly dependent time series data will be presented. A comparison of the results with the bootstrap confidence intervals under independence will be given. In particular, effects of the studentizing factor on the accuracy of the percentile-t CIs in the dependent case will be discussed. Results from a simulation study on finite sample properties of the block bootstrap confidence intervals will also be presented.


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Revised September, 2007