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Bootstrap estimation of covariance matrices via the percentile method

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UNSPECIFIED (2005) Bootstrap estimation of covariance matrices via the percentile method. ECONOMETRICS JOURNAL, 8 (1). pp. 70-78. ISSN 1368-4221

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Abstract

Consistency of the bootstrap second moments does not usually follow from the proofs of consistency of the distribution of the bootstrap. Here it is shown that the convergence of the bootstrap distribution to a normal variate implicitly defines a consistent estimator for the asymptotic second moments. The estimator is based on the L-estimation of the scale parameter of arbitrary linear combinations of the bootstrap sequence and uses Classical Minimum Distance techniques to impose the positive semi-definiteness restrictions.

Item Type: Journal Article
Subjects: H Social Sciences > HC Economic History and Conditions
Q Science > QA Mathematics
H Social Sciences
Journal or Publication Title: ECONOMETRICS JOURNAL
Publisher: BLACKWELL PUBLISHING
ISSN: 1368-4221
Date: 2005
Volume: 8
Number: 1
Number of Pages: 9
Page Range: pp. 70-78
Publication Status: Published
URI: http://wrap.warwick.ac.uk/id/eprint/33999

Data sourced from Thomson Reuters' Web of Knowledge

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