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2012•Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)Open access

The Formulation and Estimation of Random Effects Panel Data Models of Trade

László Mátyás, Cecília Hornok, Daria Pus

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Abstract

The paper introduces for the most frequently used three-dimensional panel data sets several random effects model specifications. It derives appropriate estimation methods for the balanced and unbalanced cases. An application is also presented where the bilateral trade of 20 EU countries is analysed for the period 2001-2006. The differences between the fixed and random effects specifications are highlighted through this empirical exercise.

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What this paper is about

The paper introduces for the most frequently used three-dimensional panel data sets several random effects model specifications. It derives appropriate estimation methods for the balanced and unbalanced cases. An application is also presented where the bilateral trade of 20 EU countries is analysed for the period 2001-2006. The differences between the fixed and random effects specifications are highlighted through this empirical exercise.

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Available abstract

The paper introduces for the most frequently used three-dimensional panel data sets several random effects model specifications. It derives appropriate estimation methods for the balanced and unbalanced cases. An application is also presented where the bilateral trade of 20 EU countries is analysed for the period 2001-2006. The differences between the fixed and random effects specifications are highlighted through this empirical exercise.

Key concepts: Panel data, Estimation, Random effects model, Fixed effects model, Econometrics, Computer science, Economics, Meta-analysis

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