Machine-learned patterns suggest that diversification drives economic development
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- Eric Hanushek & Ludger Woessmann, 2012.
"Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation,"
Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
- Eric Hanushek & Ludger Woessmann, "undated". "Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation," Discussion Papers 08-015, Stanford Institute for Economic Policy Research.
- Eric A. Hanushek & Ludger Woessmann, 2009. "Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation," NBER Working Papers 14633, National Bureau of Economic Research, Inc.
- Hanushek, Eric A. & Wößmann, Ludger, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Munich Reprints in Economics 20400, University of Munich, Department of Economics.
- Hanushek, Eric A. & Woessmann, Ludger, 2009. "Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation," IZA Discussion Papers 4575, Institute of Labor Economics (IZA).
- Eric A. Hanushek & Ludger Woessmann, 2009. "Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation," CESifo Working Paper Series 2524, CESifo.
- Yeats, Alexander J, 1990. "On the Accuracy of Economic Observations: Do Sub-Saharan Trade Statistics Mean Anything?," The World Bank Economic Review, World Bank, vol. 4(2), pages 135-156, May.
- Cesar A. Hidalgo & Ricardo Hausmann, 2009.
"The Building Blocks of Economic Complexity,"
Papers
0909.3890, arXiv.org.
- Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," CID Working Papers 186, Center for International Development at Harvard University.
- Jonathan Eaton & Samuel Kortum, 2012. "Putting Ricardo to Work," Journal of Economic Perspectives, American Economic Association, vol. 26(2), pages 65-90, Spring.
- Alkire, Sabina & Foster, James, 2011.
"Counting and multidimensional poverty measurement,"
Journal of Public Economics, Elsevier, vol. 95(7-8), pages 476-487, August.
- Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
- Sabina Alkire, James Foster, 2009. "Counting and Multidimensional Poverty Measurement," OPHI Working Papers 7, Queen Elizabeth House, University of Oxford.
- Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
- Matthieu Cristelli & Andrea Gabrielli & Andrea Tacchella & Guido Caldarelli & Luciano Pietronero, 2013. "Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-20, August.
- Ferrantino, Michael J. & Liu, Xuepeng & Wang, Zhi, 2012. "Evasion behaviors of exporters and importers: Evidence from the U.S.–China trade data discrepancy," Journal of International Economics, Elsevier, vol. 86(1), pages 141-157.
- Quah, Danny, 1993.
"Empirical cross-section dynamics in economic growth,"
European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
- Danny Quah, 1992. "Empirical Cross-Section Dynamics in Economic Growth," FMG Discussion Papers dp154, Financial Markets Group.
- Danny Quah, 1992. "Empirical cross-section dynamics in economic growth," Discussion Paper / Institute for Empirical Macroeconomics 75, Federal Reserve Bank of Minneapolis.
- Gehlhar, Mark J., 1996. "Reconciling Bilateral Trade Data For Use In Gtap," Technical Papers 28714, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
- Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007.
"What you export matters,"
Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
- Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2005. "What You Export Matters," Growth Lab Working Papers 3c, Harvard's Growth Lab.
- Rodrik, Dani & Hausmann, Ricardo & ,, 2006. "What You Export Matters," CEPR Discussion Papers 5444, C.E.P.R. Discussion Papers.
- Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2005. "What You Export Matters," CID Working Papers 123, Center for International Development at Harvard University.
- Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2005. "What You Export Matters," NBER Working Papers 11905, National Bureau of Economic Research, Inc.
- Hausmann, Ricardo & Hwang, Jason & Rodrik, Dani, 2005. "What You Export Matters," Working Paper Series rwp05-063, Harvard University, John F. Kennedy School of Government.
- Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012.
"New Trade Models, Same Old Gains?,"
American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
- Costas Arkolakis & Arnaud Costinot & Andrés Rodríguez-Clare, 2009. "New Trade Models, Same Old Gains?," NBER Working Papers 15628, National Bureau of Economic Research, Inc.
- Arnaud Costinot & Andres Rodriguez-Clare & Costas Arkolakis, 2010. "New Trade Models, Same Old Gains?," 2010 Meeting Papers 433, Society for Economic Dynamics.
- Simon N. Wood, 2011. "Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 73(1), pages 3-36, January.
- Rozanski, Jerzy & Yeats, Alexander, 1994. "On the (in)accuracy of economic observations: An assessment of trends in the reliability of international trade statistics," Journal of Development Economics, Elsevier, vol. 44(1), pages 103-130, June.
- Michele Caraglio & Fulvio Baldovin & Attilio L. Stella, 2016. "Export dynamics as an optimal growth problem in the network of global economy," Papers 1609.04956, arXiv.org.
- JA Tenreiro Machado & Maria Eugénia Mata, 2015. "Analysis of World Economic Variables Using Multidimensional Scaling," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-17, March.
- Ricardo Hausmann & César Hidalgo, 2011.
"The network structure of economic output,"
Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
- Ricardo Hausmann & Cesar A. Hidalgo, 2011. "The Network Structure of Economic Output," Papers 1101.1707, arXiv.org, revised Feb 2012.
- Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2015. "The Heterogeneous Dynamics of Economic Complexity," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
- Basim Makhoul & Samuel Otterstrom, 1998. "Exploring the accuracy of international trade statistics," Applied Economics, Taylor & Francis Journals, vol. 30(12), pages 1603-1616.
- Bai, Jushan & Ng, Serena, 2008. "Forecasting economic time series using targeted predictors," Journal of Econometrics, Elsevier, vol. 146(2), pages 304-317, October.
- Yeats, Alexander J, 1978. "On the Accuracy of Partner Country Trade Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 40(4), pages 341-361, November.
- C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
- Gaulier, Guillaume & Zignago, Soledad, 2004.
"Notes on BACI (analytical database of international trade). 1989-2002 version,"
MPRA Paper
32401, University Library of Munich, Germany.
- Guillaume Gaulier & Soledad Zignago, 2010. "BACI: International Trade Database at the Product-Level. The 1994-2007 Version," Working Papers 2010-23, CEPII research center.
- Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
- Gehlhar, Mark, 1996. "Reconciling Bilateral Trade Data for Use in GTAP," GTAP Technical Papers 313, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
- Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
- Edsel L. Beja, 2008. "Estimating Trade Mis‐invoicing from China: 2000–2005," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 16(2), pages 82-92, March.
- Quah, Danny T, 1996. "Convergence Empirics across Economies with (Some) Capital Mobility," Journal of Economic Growth, Springer, vol. 1(1), pages 95-124, March.
- Charles I. Jones & Paul M. Romer, 2010.
"The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 224-245, January.
- Charles I. Jones & Paul M. Romer, 2009. "The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital," NBER Working Papers 15094, National Bureau of Economic Research, Inc.
- Ferrantino, Michael J. & Wang, Zhi, 2008. "Accounting for discrepancies in bilateral trade: The case of China, Hong Kong, and the United States," China Economic Review, Elsevier, vol. 19(3), pages 502-520, September.
- Bryan C. Daniels & Ilya Nemenman, 2015. "Automated adaptive inference of phenomenological dynamical models," Nature Communications, Nature, vol. 6(1), pages 1-8, November.
- Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & C'esar A. Hidalgo, 2017. "729 new measures of economic complexity (Addendum to Improving the Economic Complexity Index)," Papers 1708.04107, arXiv.org.
- Costas Azariadis & John Stachurski, 2003. "A Forward Projection of the Cross-Country Income Distribution," KIER Working Papers 570, Kyoto University, Institute of Economic Research.
- Tacchella, A. & Cristelli, M. & Caldarelli, G. & Gabrielli, A. & Pietronero, L., 2013. "Economic complexity: Conceptual grounding of a new metrics for global competitiveness," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1683-1691.
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