Econometric Modelling based on Pattern recognition via the Fuzzy c-Means Clustering Algorithm
Author
Abstract
Suggested Citation
Note: ISSN 1485-6441
Download full text from publisher
References listed on IDEAS
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
- Jozsef, Sandor & Korosi, Gabor & Matyas, Laszlo, 1992. "A possible new approach of panel modelling," Structural Change and Economic Dynamics, Elsevier, vol. 3(2), pages 357-374, December.
- Lindstrom, Tomas, 1998. "A fuzzy design of the willingness to invest in Sweden," Journal of Economic Behavior & Organization, Elsevier, vol. 36(1), pages 1-17, July.
- Peter Jacobsen & David Giles, 1998. "Income distribution in the United States: Kuznets' inverted-U hypothesis and data non-stationarity," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 7(4), pages 405-423.
- Finn E. Kydland & Edward C. Prescott, 1990. "Business cycles: real facts and a monetary myth," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 14(Spr), pages 3-18.
- Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
- Pagan,Adrian & Ullah,Aman, 1999.
"Nonparametric Econometrics,"
Cambridge Books,
Cambridge University Press, number 9780521355643.
- Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521586115.
- Murphy, Kevin M & Welch, Finis, 1990. "Empirical Age-Earnings Profiles," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 202-229, April.
- Yu Hsing & David Smyth, 1994. "Kuznets's inverted-U hypothesis revisited," Applied Economics Letters, Taylor & Francis Journals, vol. 1(7), pages 111-113.
- Gregory Richardson, 1998. "The structure of fuzzy preferences: Social choice implications," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 15(3), pages 359-369.
- Mark Coppejans, 2000. "Breaking the Curse of Dimensionality," Econometric Society World Congress 2000 Contributed Papers 0830, Econometric Society.
- Coppejans, Mark, 2000. "Breaking the Curse of Dimensionality," Working Papers 00-13, Duke University, Department of Economics.
- Robert Draeseke & David E. A. Giles, 1999. "A Fuzzy Logic Approach to Modelling the Underground Economy," Econometrics Working Papers 9909, Department of Economics, University of Victoria.
- Kunal Sengupta, 1999. "Choice rules with fuzzy preferences: Some characterizations," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 16(2), pages 259-272.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Chad Stroomer & David E.A. Giles, 2003. "Income Convergence and trade Openness: Fuzzy Clustering and Time Series Evidence," Econometrics Working Papers 0304, Department of Economics, University of Victoria.
- David Giles & Chad Stroomer, 2006.
"Does Trade Openness Affect the Speed of Output Convergence? Some Empirical Evidence,"
Empirical Economics, Springer, vol. 31(4), pages 883-903, November.
- David E. A. Giles & Chad Stroomer, 2003. "Does Trade Openness Affect the Speed of Output Convergence? Some Empirical Evidence," Econometrics Working Papers 0307, Department of Economics, University of Victoria.
- David E. Giles & Chad N. Stroomer, 2005. "Does Trade Openness Affect the Speed of Output Convergence? Some Empirical Evidence," Econometrics Working Papers 0509, Department of Economics, University of Victoria.
- Hui Feng & David E. Giles, 2007.
"Bayesian Fuzzy Regression Analysis and Model Selection: Theory and Evidence,"
Econometrics Working Papers
0710, Department of Economics, University of Victoria.
- Hui Feng & David E. Giles, 2009. "Bayesian Fuzzy Regression Analysis and Model Selection: Theory and Evidence," Econometrics Working Papers 0903, Department of Economics, University of Victoria.
- Morillas, Antonio & Díaz, Bárbara, 2007.
"Qualitative Answering Surveys And Soft Computing,"
Fuzzy Economic Review, International Association for Fuzzy-set Management and Economy (SIGEF), vol. 0(1), pages 3-19, May.
- Antonio Morillas & Bárbara Díaz, 2005. "Qualitative Answering Surveys And Soft Computing," GE, Growth, Math methods 0512002, University Library of Munich, Germany.
- David E.A. Giles & Hui Feng, 2003. "Testing For Convergence in Output and in 'Well-Being' in Industrialized Countries," Econometrics Working Papers 0302, Department of Economics, University of Victoria.
- David E. A. Giles & Carl Mosk, 2003. "Ruminant Eructation and a Long-Run Environmental Kuznets' Curve for Enteric Methane in New Zealand: Conventional and Fuzzy Regression Analysis," Econometrics Working Papers 0306, Department of Economics, University of Victoria.
- David E. Giles & Chad N. Stroomer, 2004. "Identifying the Cycle of a Macroeconomic Time-Series Using Fuzzy Filtering," Econometrics Working Papers 0406, Department of Economics, University of Victoria.
- Amir Safari & Detlef Seese, 2009. "Non-parametric estimation of a multiscale CHARN model using SVR," Quantitative Finance, Taylor & Francis Journals, vol. 9(1), pages 105-121.
- Giacomo Degli Antoni, 2007.
"Do Social Relations Affect Economic Welfare? A Microeconomic Empirical Analysis,"
Working Papers
2007.32, Fondazione Eni Enrico Mattei.
- Antoni, Giacomo Degli, 2007. "Do Social Relations Affect Economic Welfare? A Microeconomic Empirical Analysis," Knowledge, Technology, Human Capital Working Papers 9330, Fondazione Eni Enrico Mattei (FEEM).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Deniz Ozabaci & Daniel Henderson, 2015.
"Additive kernel estimates of returns to schooling,"
Empirical Economics, Springer, vol. 48(1), pages 227-251, February.
- Ozabaci, Deniz & Henderson, Daniel J., 2014. "Additive Kernel Estimates of Returns to Schooling," IZA Discussion Papers 8736, Institute of Labor Economics (IZA).
- Sebastian Stolorz, 2005. "A Test of the Signalling Hypothesis - Evidence from Natural Experiment," Labor and Demography 0512008, University Library of Munich, Germany.
- Daehaeng Kim & Chul-In Lee, 2007. "On-the-Job Human Capital Accumulation in a Real Business Cycle Model: Implications for Intertemporal Substitution Elasticity and Labor Hoarding," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(3), pages 494-518, July.
- Arthur Charpentier & Emmanuel Flachaire & Antoine Ly, 2017. "Econom\'etrie et Machine Learning," Papers 1708.06992, arXiv.org, revised Mar 2018.
- Christophe J. NORDMAN & François-Charles WOLFF, 2012.
"On-The-Job Learning And Earnings: Comparative Evidence From Morocco And Senegal,"
Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 35, pages 151-176.
- Christophe J Nordman & François-Charles Wolff, 2012. "On-the-job learning and earnings: Comparative evidence from Morocco and Senegal," Post-Print hal-03914279, HAL.
- Nordman, Christophe Jalil & Wolff, François-Charles, 2012. "On-the-Job Learning and Earnings: Comparative Evidence from Morocco and Senegal," IZA Discussion Papers 6728, Institute of Labor Economics (IZA).
- Jie Gong & Ang Sun & Zhichao Wei, 2018. "Choosing the Pond: On-the-Job Experience and Long-Run Career Outcomes," Management Science, INFORMS, vol. 64(2), pages 860-872, February.
- Córdoba, Juan Carlos & Ripoll, Marla, 2013.
"What explains schooling differences across countries?,"
Journal of Monetary Economics, Elsevier, vol. 60(2), pages 184-202.
- Juan Carlos Cordoba & Marla Ripoll, 2011. "What Explains Schooling Differences Across Countries?," Working Papers 2011-028, Human Capital and Economic Opportunity Working Group.
- Cordoba, Juan Carlos & Ripoll, Marla, 2013. "What explains schooling differences across countries?," Staff General Research Papers Archive 36066, Iowa State University, Department of Economics.
- Cordoba, Juan Carlos & Ripoll, Marla, 2013. "What explains schooling differences across countries?," ISU General Staff Papers 201303010800001089, Iowa State University, Department of Economics.
- Wilson Nicholas, 2019.
"The World’s Oldest Profession? Employment-Age Profiles from the Transactional Sex Market,"
IZA Journal of Labor Policy, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 9(1), pages 1-17, June.
- Wilson, Nicholas, 2017. "The World’s Oldest Profession? Employment-Age Profiles from the Transactional Sex Market," GLO Discussion Paper Series 77, Global Labor Organization (GLO).
- repec:lan:wpaper:4408 is not listed on IDEAS
- Christophe Nordman & François-Charles Wolff, 2007. "On-the-job learning and earnings in Benin, Morocco and Senegal," Working Papers DT/2007/09, DIAL (Développement, Institutions et Mondialisation).
- Lemieux, Thomas & Milligan, Kevin, 2008.
"Incentive effects of social assistance: A regression discontinuity approach,"
Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
- Thomas Lemieux & Kevin Milligan, 2004. "Incentive Effects of Social Assistance: A Regression Discontinuity Approach," NBER Working Papers 10541, National Bureau of Economic Research, Inc.
- Kadija Charni, 2016.
"Is it Better to Work When We Are Older? An Empirical Comparison Between France and Great Britain,"
Working Papers
halshs-01393268, HAL.
- Kadija Charni, 2016. "Is it Better to Work When We Are Older? An Empirical Comparison Between France and Great Britain," AMSE Working Papers 1640, Aix-Marseille School of Economics, France.
- Destré, Guillaume & Lévy-Garboua, Louis & Sollogoub, Michel, 2008.
"Learning from experience or learning from others?: Inferring informal training from a human capital earnings function with matched employer-employee data,"
Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(3), pages 919-938, June.
- Guillaume Destré & Louis Lévy-Garboua & Michel Sollogoub, 2008. "Learning from experience or learning from others? Inferring informal training from a human capital earnings function with matched employer–employee data," Post-Print halshs-00304283, HAL.
- Guillaume Destré & Louis Lévy-Garboua & Michel Sollogoub, 2008. "Learning from experience or learning from others? Inferring informal training from a human capital earnings function with matched employer–employee data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00304283, HAL.
- Guillaume Destré & Louis Lévy-Garboua & Michel Sollogoub, 2008. "Learning from experience or learning from others? Inferring informal training from a human capital earnings function with matched employer–employee data," PSE-Ecole d'économie de Paris (Postprint) halshs-00304283, HAL.
- Barry R. Chiswick, 2006.
"Jacob Mincer, Experience and the Distribution of Earnings,"
Springer Books, in: Shoshana Grossbard (ed.), Jacob Mincer A Pioneer of Modern Labor Economics, chapter 10, pages 109-126,
Springer.
- Barry Chiswick, 2003. "Jacob Mincer, Experience and the Distribution of Earnings," Review of Economics of the Household, Springer, vol. 1(4), pages 343-361, December.
- Chiswick, Barry R., 2003. "Jacob Mincer, Experience and the Distribution of Earnings," IZA Discussion Papers 847, Institute of Labor Economics (IZA).
- Jörn-Steffen Pischke, 2001.
"Continuous training in Germany,"
Journal of Population Economics, Springer;European Society for Population Economics, vol. 14(3), pages 523-548.
- Pischke, J-S, 1996. "Continuous Training in Germany," Working papers 96-28, Massachusetts Institute of Technology (MIT), Department of Economics.
- Pischke, Jorn-Steffen, 2000. "Continuous Training In Germany," CEPR Discussion Papers 2428, C.E.P.R. Discussion Papers.
- Pischke, Jörn-Steffen, 2000. "Continuous Training in Germany," IZA Discussion Papers 137, Institute of Labor Economics (IZA).
- Jorn-Steffen Pischke, 1996. "Continuous Training in Germany," NBER Working Papers 5829, National Bureau of Economic Research, Inc.
- Pischke, Jorn-Steffen, 2001. "Continuous training in Germany," LSE Research Online Documents on Economics 2473, London School of Economics and Political Science, LSE Library.
- Angel de la Fuente & Antonio Ciccone, 2003.
"Human capital in a global and knowledge-based economy,"
UFAE and IAE Working Papers
562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Angel de la Fuente, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 576.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," Working Papers 70, Barcelona School of Economics.
- John Hudson & John Sessions, 2009.
"The Impact of Parental Education on Earnings: New Wine in an Old Bottle?,"
Department of Economics Working Papers
14/09, University of Bath, Department of Economics.
- Hudson, John & Sessions, John G., 2009. "The Impact of Parental Education on Earnings: New Wine in an Old Bottle?," IZA Discussion Papers 4171, Institute of Labor Economics (IZA).
- repec:lan:wpaper:4839 is not listed on IDEAS
- Escanciano, J.C. & Goh, S.C., 2014. "Specification analysis of linear quantile models," Journal of Econometrics, Elsevier, vol. 178(P3), pages 495-507.
- Mikael Lindahl & Alan B. Krueger, 2001.
"Education for Growth: Why and for Whom?,"
Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
- Alan B. Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," Working Papers 808, Princeton University, Department of Economics, Industrial Relations Section..
- Alan B. Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," NBER Working Papers 7591, National Bureau of Economic Research, Inc.
- David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian & Todd Schoellman, 2018.
"Life-Cycle Human Capital Accumulation across Countries: Lessons from US Immigrants,"
Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 305-342.
- Tommaso Porzio & Todd Schoellman & Nancy Qian & Benjamin Moll & David Lagakos, 2014. "Lifecycle Human Capital Accumulation Across Countries: Lessons From U.S. Immigrants," 2014 Meeting Papers 777, Society for Economic Dynamics.
- David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian & Todd Schoellman, 2016. "Life-Cycle Human Capital Accumulation Across Countries: Lessons From U.S. Immigrants," NBER Working Papers 21914, National Bureau of Economic Research, Inc.
- Henderson, Daniel J. & Tochkov, Kiril & Badunenko, Oleg, 2007. "A drive up the capital coast? Contributions to post-reform growth across Chinese provinces," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 569-594, September.
More about this item
Keywords
Fuzzy logic; fuzzy sets; fuzzy c-means algorithm; pattern recognition; semi-parametric modelling; curse of dimensionality.;All these keywords.
JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:vic:vicewp:0101. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Kali Moon (email available below). General contact details of provider: https://edirc.repec.org/data/devicca.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.