Asymptotically unbiased estimation of autocovariances and autocorrelations for panel data with incidental trends
AbstractWe consider the estimation of autocovariances using panel data with incidental trends under double asymptotics. The conventional autocovariance estimator suffers from a bias whose value is approximated by twice the long-run variance. We propose a bias-corrected estimator.
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Bibliographic InfoArticle provided by Elsevier in its journal Economics Letters.
Volume (Year): 112 (2011)
Issue (Month): 1 (July)
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Web page: http://www.elsevier.com/locate/ecolet
Autocovariance Bias correction Double asymptotics Incidental trend Panel data;
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- Haruo Iwakura & Ryo Okui, 2014. "Asymptotic Efficiency in Factor Models and Dynamic Panel Data Models," KIER Working Papers 887, Kyoto University, Institute of Economic Research.
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