A two-tail version of the PPS distribution with application to current account balance data
The double Pareto-positive stable (dPPS) distribution is introduced as a new model for describing countries’ global current account balance data. The dPPS distribution provides a flexible model for fitting the entire range of a set of current account data (both surplus and deficit), where zero and unimodality are possible, and the double-sided Pareto distribution is included as a particular case. Expressions for the cumulative distribution, probability density and quantile functions are given. An estimation method is discussed and a simple graphical method for studying the adequacy of the data to model is given. Finally, we consider the fit of countries’ global current account balance data for several years. The new distribution is compared with four classical models: Normal, Skew Normal, Asymmetric Laplace and Hyperbolic distributions. In all the data sets considered, the dPPS distribution outperforms the fits of these four distributions.
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Volume (Year): 391 (2012)
Issue (Month): 21 ()
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- Chinn, Menzie D. & Prasad, Eswar S., 2003.
"Medium-term determinants of current accounts in industrial and developing countries: an empirical exploration,"
Journal of International Economics,
Elsevier, vol. 59(1), pages 47-76, January.
- Menzie David Chinn & Eswar S Prasad, 2000. "Medium-Term Determinants of Current Accounts in Industrial and Developing Countries; An Empirical Exploration," IMF Working Papers 00/46, International Monetary Fund.
- Menzie D. Chinn & Eswar S. Prasad, 2000. "Medium-Term Determinants of Current Accounts in Industrial and Developing Countries: An Empirical Exploration," NBER Working Papers 7581, National Bureau of Economic Research, Inc.
- Barros, Michelli & Paula, Gilberto A. & Leiva, Víctor, 2009. "An R implementation for generalized Birnbaum-Saunders distributions," Computational Statistics & Data Analysis, Elsevier, vol. 53(4), pages 1511-1528, February.
- Ellen R. McGrattan & Edward C. Prescott, 2010. "Technology Capital and the US Current Account," American Economic Review, American Economic Association, vol. 100(4), pages 1493-1522, September.
- Edward Prescott & Ellen McGrattan, 2007. "Technology Capital and the U.S. Current Account," 2007 Meeting Papers 90, Society for Economic Dynamics.
- Ellen R McGrattan & Edward C Prescott, 2008. "Technology Capital and the U.S. Current Account," Levine's Bibliography 122247000000001827, UCLA Department of Economics.
- Ellen R. McGrattan & Edward C. Prescott, 2007. "Technology capital and the U.S. current account," Working Papers 646, Federal Reserve Bank of Minneapolis.
- Ellen R. McGrattan & Edward C. Prescott, 2008. "Technology Capital and the U.S. Current Account," NBER Working Papers 13983, National Bureau of Economic Research, Inc.
- Ellen R. McGrattan & Edward C. Prescott, 2009. "Technology capital and the U.S. current account," Staff Report 406, Federal Reserve Bank of Minneapolis.
- Chu, Hsiao-Ping & Chang, Tsangyao & Chang, Hsu-Ling & Su, Chi-Wei & Yuan, Young, 2007. "Mean reversion in the current account of forty-eight african countries: Evidence from the Panel SURADF test," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 384(2), pages 485-492.
- Soukiazis, Elias & Cerqueira, Pedro A. & Antunes, Micaela, 2012. "Modelling economic growth with internal and external imbalances: Empirical evidence from Portugal," Economic Modelling, Elsevier, vol. 29(2), pages 478-486.
- Tuvshintugs Batdelger & Magda Kandil, 2012. "Determinants of the current account balance in the United States," Applied Economics, Taylor & Francis Journals, vol. 44(5), pages 653-669, February.
- Aart Kraay & Jaume Ventura, 2000. "Current Accounts in Debtor and Creditor Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 115(4), pages 1137-1166.
- Kraay, A. & Ventura, J., 1997. "Current Acounts in Debtor and Creditor Countries," Working papers 97-12, Massachusetts Institute of Technology (MIT), Department of Economics.
- Kraay, Aart*Ventura, Jaume, 1997. "Current accounts in debtor and creditor countries," Policy Research Working Paper Series 1825, The World Bank.
- Anna Lo Prete, 2012. "Current account imbalances, trade and finance," Applied Economics Letters, Taylor & Francis Journals, vol. 19(4), pages 399-402, March.
- Kanlı, İbrahim Burak, 2008. "Asymmetric impacts of global risk appetite on the risk premium for an emerging market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(13), pages 3218-3226.
- Maurice Obstfeld & Kenneth S. Rogoff, 2005. "Global Current Account Imbalances and Exchange Rate Adjustments," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 36(1), pages 67-146.
- Kenneth Rogoff & William Brainard & George Perry, "undated". "Global Current Account Imbalances and Exchange Rate Adjustments," Working Paper 33687, Harvard University OpenScholar.
- Sebastian Edwards, 2004. "Thirty Years of Current Account Imbalances, Current Account Reversals, and Sudden Stops," IMF Staff Papers, Palgrave Macmillan, vol. 51(s1), pages 1-49, June.
- Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, July.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, July.
- Guillen, Montserrat & Prieto, Faustino & Sarabia, José María, 2011. "Modelling losses and locating the tail with the Pareto Positive Stable distribution," Insurance: Mathematics and Economics, Elsevier, vol. 49(3), pages 454-461.
- Sarabia, José María & Prieto, Faustino, 2009. "The Pareto-positive stable distribution: A new descriptive model for city size data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(19), pages 4179-4191.
- Sebastian Edwards, 2004. "Thirty Years of Current Account Imbalances, Current Account Reversals and Sudden Stops," NBER Working Papers 10276, National Bureau of Economic Research, Inc.
- Bucsa, G. & Jovanovic, F. & Schinckus, C., 2011. "A unified model for price return distributions used in econophysics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(20), pages 3435-3443. Full references (including those not matched with items on IDEAS)
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