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Testing for Autocorrelation in Dynamic Random Effects Models

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Arellano, Manuel

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Abstract

This article develops tests of covariance restrictions after estimating by three-stage least squares a dynamic random effects model from panel data. The asymptotic distribution of covariance matrix estimates under nonnormality is obtained. It is shown how minimum chi-square tests for interesting covariance restrictions can be calculated from a generalized linear regression involving the sample autocovariances and dummy variables. Asymptotic efficiency exploiting covariance restrictions can also be attained using a generalized least squares estimator. Copyright 1990 by The Review of Economic Studies Limited.

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Article provided by Blackwell Publishing in its journal Review of Economic Studies.

Volume (Year): 57 (1990)
Issue (Month): 1 (January)
Pages: 127-34
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Handle: RePEc:bla:restud:v:57:y:1990:i:1:p:127-34

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  1. Deniz Igan & Natalia T. Tamirisa, 2008. "Are Weak Banks Leading Credit Booms? Evidence from Emerging Europe," IMF Working Papers 08/219, International Monetary Fund. [Downloadable!]
  2. Isabel Proença & Maria Paula Fontoura & Nuno Crespo, 2002. "Productivity Spillovers from Multinational Corporations in the Portuguese Case: Evidence from a Short Time Period Panel Data," Working Papers 2002/06, Department of Economics at the School of Economics and Management (ISEG), Technical University of Lisbon.. [Downloadable!]
  3. Yangseon Kim & Peter Schmidt, 1998. "Marginal Comparisons with the Best ant the Efficiency Measurment Problem," Working Papers 0703, University of Crete, Department of Economics, revised 00 Dec 2006. [Downloadable!]
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