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Maximum-Likelihood Based Inference in the Two-Way Random Effects Model with Serially Correlated Time Effects

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Author Info
Sune Karlsson (Stockholm School of Economics)
Jimmy Skoglund (Stockholm School of Economics)

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Abstract

This paper considers maximum likelihood estimation and inference in the two-way random effects model with serial correlation. We derive a straightforward maximum likelihood estimator when the time-specific component follow an AR(1) or MA(1) process. The estimator is easily generalized to arbitrary stationary and strictly invertible ARMA processes. Furthermore we derive tests of the null hypothesis of no serial correlation as well as tests for discriminating between the AR(1) and MA(1) specifications. A Monte-Carlo experiment evaluates the finite-sample properties of the estimators and test-statistics

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File URL: http://fmwww.bc.edu/RePEc/es2000/1178.pdf
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Paper provided by Econometric Society in its series Econometric Society World Congress 2000 Contributed Papers with number 1178.

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Date of creation: 01 Aug 2000
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Handle: RePEc:ecm:wc2000:1178

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  1. Paolo, Foschi, 2005. "Estimating regressions and seemingly unrelated regressions with error component disturbances," MPRA Paper 1424, University Library of Munich, Germany, revised 07 Sep 2006. [Downloadable!]
  2. Jimmy Skoglund & Sune Karlsson, 2002. "Asymptotics for random effects models with serial correlation," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 A6-1, International Conferences on Panel Data. [Downloadable!]
  3. Badi H. Baltagi, 2007. "Forecasting with Panel Data," Center for Policy Research Working Papers 91, Center for Policy Research, Maxwell School, Syracuse University. [Downloadable!]
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This page was last updated on 2008-4-27.


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