KORI YAHIA, Abdellah (2018): Bayesian Linear Estimation of Okun Coefficient for Romania: Sensitivity to Priors. Published in: The Romanian Economic Journal No. Year XIII, no. 38 (December 2010): pp. 53-65.
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Abstract
I use the Bayesian approach in order to derive an estimation of Okun coefficient for Romania. The data used is at quarterly frequency and it consists in the unemployment rate and GDP between 2000 and 2009. I use three different priors, a normal one, a beta prior and a uniform prior for the parameter associated to the Okun coefficient. The results indicate an Okun coefficient around -0.20, with the prior distributions having a mild effect on posterior mean results.
Item Type: | MPRA Paper |
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Original Title: | Bayesian Linear Estimation of Okun Coefficient for Romania: Sensitivity to Priors |
English Title: | Bayesian Linear Estimation of Okun Coefficient for Romania: Sensitivity to Priors |
Language: | English |
Keywords: | dynamic linear models, Bayesian techniques, unemployment, Okun coefficient, simulation techniques; |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C51 - Model Construction and Estimation |
Item ID: | 84140 |
Depositing User: | mr Abdellah KORI YAHIA |
Date Deposited: | 26 Jan 2018 10:21 |
Last Modified: | 29 Sep 2019 01:46 |
References: | Brooks, S.P. – Gelman, A. (1998). “General Methods for Monitoring Convergence of Iterative Simulations.” Journal of Computational and Graphical Statistics, 7 (4): 434–455. Caraiani, P. (2006). „Alternative Methods of Estimating the Okun Coefficient. Applications for Romania.” Romanian Journal of Economic Forecasting, 7(4): 82-89. Caraiani, P. (2010). „Bayesian Estimation of the Okun Coefficient in Romania,” Acta Oeconomica 60(1): 79-92. Dritsaki, C. and N. Dritsakis. (2009). “Okun’s coefficient for four Mediterranean member countries of EU: an empirical study.” International Journal of Business and Management 4 (5): 18-26. Evans, G.W. (1989). “Output and Unemployment Dynamics in the United States: 1950 – 1985. Journal of Applied Econometrics, 4 (3): 213-238. Friedman, B. – Wachter, M. (1974). “Unemployment: Okun’s Law, Labor Force and Productivity.” The Review of Economics and Statistics, 56 (2): 167-176. Gordon, R. – Clark, P. (1984). “Unemployment and Potential Output in the 1980’s.” Brooking Papers on Economic Activity, 15 (2): 537-564. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/84140 |