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Multivariate two-sample extended empirical likelihood

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arxiv 1307.2297 v2 pith:J5KMCI6H submitted 2013-07-08 math.ST stat.TH

classification math.STstat.TH
keywords empiricallikelihoodtwo-samplebartlettextendedmultivariateaccuracyaccurate
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Jing (1995) and Liu et al. (2008) studied the two-sample empirical likelihood and showed it is Bartlett correctable for the univariate and multivariate cases, respectively. We expand its domain to the full parameter space and obtain a two-sample extended empirical likelihood which is more accurate and can also achieve the second-order accuracy of the Bartlett correction.

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