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Small sample performance of jackknife confidence intervals for the james-stein estimator
Authors:Lee C Adkins
Institution:Department of Economics , Oklahoma State University , Stillwater, OK, 74078
Abstract:The primary goal of this paper is to examine the small sample coverage probability and size of jackknife confidence intervals centered at a Stein-rule estimator. A Monte Carlo experiment is used to explore the coverage probabilities and lengths of nominal 90% and 95% delete-one and infinitesimal jackknife confidence intervals centered at the Stein-rule estimator; these are compared to those obtained using a bootstrap procedure.
Keywords:bootstrap  jackknife  infinitesimal jackknife  Stein-rule estimator  confidence intervals
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