Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships
Author
Abstract
Suggested Citation
Download full text from publisher
To our knowledge, this item is not available for download. To find whether it is available, there are three options:1. Check below whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.
Other versions of this item:
- Justin L. Tobias, 2003. "Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability–earnings Relationships," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(1), pages 1-29, February.
- Tobias, J.L., 2000. "Are Return to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationship," Papers 00-01-12, California Irvine - School of Social Sciences.
References listed on IDEAS
- Griliches, Zvi & Mason, William M, 1972. "Education, Income, and Ability," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 74-103, Part II, .
- James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
- Justin L. Tobias & Mingliang Li, 2003.
"A finite-sample hierarchical analysis of wage variation across public high schools: evidence from the NLSY and high school and beyond,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(3), pages 315-336.
- Tobias, Justin & Li, Mingliang, 2003. "A Finite Sample Hierarchical Analysis of Wage Variation Across Public High Schools: Evidence from the Nlsy and High School and Beyond," Staff General Research Papers Archive 12015, Iowa State University, Department of Economics.
- Ichino, Andrea & Winter-Ebmer, Rudolf, 1999.
"Lower and upper bounds of returns to schooling: An exercise in IV estimation with different instruments,"
European Economic Review, Elsevier, vol. 43(4-6), pages 889-901, April.
- Ichino, Andrea & Winter-Ebmer, Rudolf, 1998. "Lower and Upper Bounds of Returns to Schooling: An Exercise in IV estimation with Different Instruments," CEPR Discussion Papers 2007, C.E.P.R. Discussion Papers.
- Altonji, Joseph G & Dunn, Thomas A, 1996.
"Using Siblings to Estimate the Effect of School Quality on Wages,"
The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 665-671, November.
- Joseph G. Altonji & Thomas A. Dunn, "undated". "Using Siblings to Estimate the Effect of School Quality on Wages," IPR working papers 96-10, Institute for Policy Resarch at Northwestern University.
- Costas Meghir & Mårten Palme, 1999.
"Assessing the effect of schooling on earnings using a social experiment,"
IFS Working Papers
W99/10, Institute for Fiscal Studies.
- Costas Meghir & Marten Palme, 2000. "Assessing the Effect of Schooling on Earnings Using a Social Experiment," Econometric Society World Congress 2000 Contributed Papers 0670, Econometric Society.
- Meghir, Costas & Palme, Mårten, 1999. "Assessing the Effect of Schooling on Earnings Using a Social Experiment," SSE/EFI Working Paper Series in Economics and Finance 313, Stockholm School of Economics.
- Colm Harmon; & Ian Walker, 1995. "Estimates of Economic Return to Schooling in the UK," Economics Department Working Paper Series n540195, Department of Economics, National University of Ireland - Maynooth.
- Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
- McKinley Blackburn & David Neumark, 1992.
"Unobserved Ability, Efficiency Wages, and Interindustry Wage Differentials,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1421-1436.
- McKinley Blackburn & David Neumark, 1991. "Unobserved Ability, Efficiency Wages, and Interindustry Wage Differentials," NBER Working Papers 3857, National Bureau of Economic Research, Inc.
- Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1996. "College Choice and Wages: Estimates Using Data on Female Twins," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 672-685, November.
- James Heckman & Justin L. Tobias & Edward Vytlacil, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 210-223, October.
- Hungerford, Thomas & Solon, Gary, 1987. "Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 175-177, February.
- Heckman, James J. & Vytlacil, Edward J., 2000. "The relationship between treatment parameters within a latent variable framework," Economics Letters, Elsevier, vol. 66(1), pages 33-39, January.
- Card, David & Krueger, Alan B, 1992.
"Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States,"
Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February.
- David Card & Alan B. Krueger, 1990. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Working Papers 645, Princeton University, Department of Economics, Industrial Relations Section..
- David Card & Alan Krueger, 1990. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," NBER Working Papers 3358, National Bureau of Economic Research, Inc.
- Harmon, Colm & Walker, Ian, 1995.
"Estimates of the Economic Return to Schooling for the United Kingdom,"
American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
- Ian Walker & Colm Harmon, 1995. "Estimates of the economic return to schooling for the United Kingdom," Open Access publications 10197/647, School of Economics, University College Dublin.
- O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
- Christopher R. Taber, 2001. "The Rising College Premium in the Eighties: Return to College or Return to Unobserved Ability?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 665-691.
- Rouse, Cecilia Elena, 1999. "Further estimates of the economic return to schooling from a new sample of twins," Economics of Education Review, Elsevier, vol. 18(2), pages 149-157, April.
- James Heckman & Justin L. Tobias & Edward Vytlacil, 2003.
"Simple Estimators for Treatment Parameters in a Latent-Variable Framework,"
The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 748-755, August.
- Heckman, J J & Tobias, Justin & Vytlacil, Ed, 2003. "Simple Estimators for Treatment Parameters in a Latent Variable Framework," Staff General Research Papers Archive 12012, Iowa State University, Department of Economics.
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
- James Heckman & Edward Vytlacil, 2001.
"Identifying The Role Of Cognitive Ability In Explaining The Level Of And Change In The Return To Schooling,"
The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 1-12, February.
- James Heckman & Edward Vytlacil, 2000. "Identifying the Role of Cognitive Ability in Explaining the Level of and Change in the Return to Schooling," NBER Working Papers 7820, National Bureau of Economic Research, Inc.
- Blackburn, McKinley L & Neumark, David, 1993.
"Omitted-Ability Bias and the Increase in the Return to Schooling,"
Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 521-544, July.
- McKinley L. Blackburn & David Neumark, 1991. "Omitted-Ability Bias and the Increase in the Return to Schooling," NBER Working Papers 3693, National Bureau of Economic Research, Inc.
- Jeff Grogger & Eric Eide, 1995. "Changes in College Skills and the Rise in the College Wage Premium," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 280-310.
- Yatchew, A., 1997. "An elementary estimator of the partial linear model," Economics Letters, Elsevier, vol. 57(2), pages 135-143, December.
- Murnane, Richard J & Willett, John B & Levy, Frank, 1995.
"The Growing Importance of Cognitive Skills in Wage Determination,"
The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
- Richard J. Murnane & John B. Willett & Frank Levy, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," NBER Working Papers 5076, National Bureau of Economic Research, Inc.
- Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
- James Heckman & Justin L. Tobias & Edward Vytlacil, 2001.
"Four Parameters of Interest in the Evaluation of Social Programs,"
Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 210-223, October.
- Heckman, J J & Tobias, Justin & Vytlacil, Ed, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Staff General Research Papers Archive 12022, Iowa State University, Department of Economics.
- Richard Blundell & Alan Duncan, 1998. "Kernel Regression in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 62-87.
- John DiNardo & Justin L. Tobias, 2001.
"Nonparametric Density and Regression Estimation,"
Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 11-28, Fall.
- DiNardo, John & Tobias, Justin, 2001. "Nonparametric Density and Regression Estimation," Staff General Research Papers Archive 12020, Iowa State University, Department of Economics.
- Blackburn, McKinley L & Neumark, David, 1995.
"Are OLS Estimates of the Return to Schooling Biased Downward? Another Look,"
The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 217-230, May.
- McKinley L. Blackburn & David Neumark, 1993. "Are OLS Estimates of the Return to Schooling Biased Downward? Another Look," NBER Working Papers 4259, National Bureau of Economic Research, Inc.
- Harmon, Colm & Walker, Ian, 1999. "The marginal and average returns to schooling in the UK," European Economic Review, Elsevier, vol. 43(4-6), pages 879-887, April.
- Ahn, Hyungtaik & Powell, James L., 1993.
"Semiparametric estimation of censored selection models with a nonparametric selection mechanism,"
Journal of Econometrics, Elsevier, vol. 58(1-2), pages 3-29, July.
- Ahn, H. & Powell, J.L., 1990. "Semiparametric Estimation Of Censored Selection Models With A Nonparametric Selection Mechanism," Working papers 90-33, Wisconsin Madison - Social Systems.
- Hansen, W Lee & Weisbrod, Burton A & Scanlon, William J, 1970. "Schooling and Earnings of Low Achievers," American Economic Review, American Economic Association, vol. 60(3), pages 409-418, June.
- Belman, Dale & Heywood, John S, 1991. "Sheepskin Effects in the Returns to Education: An Examination on Women and Minorities," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 720-724, November.
- Orley Ashenfelter & Cecilia Rouse, 1998.
"Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 253-284.
- Orley Ashenfelter & Cecilia Rouse, 1997. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," NBER Working Papers 6106, National Bureau of Economic Research, Inc.
- Joshua D. Angrist & Alan B. Keueger, 1991.
"Does Compulsory School Attendance Affect Schooling and Earnings?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
- Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," Working Papers 653, Princeton University, Department of Economics, Industrial Relations Section..
- Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," NBER Working Papers 3572, National Bureau of Economic Research, Inc.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998.
"Characterizing Selection Bias Using Experimental Data,"
Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
- Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-740, November.
- John Cawley & James Heckman & Edward Vytlacil, 1999. "On Policies To Reward The Value Added By Educators," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 720-727, November.
- Adonis Yatchew, 1998. "Nonparametric Regression Techniques in Economics," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 669-721, June.
- Harmon, Harmon & Ian Walker, 1995. "Estimates of the economic return to schooling for the UK," IFS Working Papers W95/12, Institute for Fiscal Studies.
- Ashenfelter, Orley & Krueger, Alan B, 1994.
"Estimates of the Economic Returns to Schooling from a New Sample of Twins,"
American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
- Orley Ashenfelter & Alan B. Krueger, 1992. "Estimates of the Economic Return to Schooling from a New Sample of Twins," Working Papers 683, Princeton University, Department of Economics, Industrial Relations Section..
- Alan Krueger & Orley Ashenfelter, 1992. "Estimates of the Economic Return to Schooling from a New Sample of Twins," NBER Working Papers 4143, National Bureau of Economic Research, Inc.
- Card, David, 2001.
"Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems,"
Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
- David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
- Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
- Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
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.- Justin L. Tobias & Mingliang Li, 2004. "Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures," Journal of Economic Surveys, Wiley Blackwell, vol. 18(2), pages 153-180, April.
- 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.
- Colm Harmon & Hessel Oosterbeek, 2000.
"The Returns to Education: A Review of Evidence, Issues and Deficiencies in the Literature,"
CEE Discussion Papers
0005, Centre for the Economics of Education, LSE.
- Colm Harmon & Hessel Oosterbeek & Ian Walker, 2002. "The returns to education : a review of evidence, issues and deficiencies in the literature," Open Access publications 10197/1099, School of Economics, University College Dublin.
- Colm Harmon & Hessel Oosterbeek & Ian Walker, 2000. "The returns to education : a review of evidence, issues and deficiencies in the literature," Open Access publications 10197/670, School of Economics, University College Dublin.
- Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
- repec:ucn:wpaper:10197/1099 is not listed on IDEAS
- Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999.
"A review of estimates of the schooling/earnings relationship, with tests for publication bias,"
Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
- Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
- Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 2000. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," NBER Working Papers 7457, National Bureau of Economic Research, Inc.
- Ashenfelter, O. & Harmon, C. & Oosterbeek, H., 1999. "A Review of Estimates of the Schooling/ Earnings Relationship, with tests for Publication Bias," Papers 99/20, College Dublin, Department of Political Economy-.
- Daeheon Choi & Chune Young Chung & Ha Truong, 2019. "Return on Education in Two Major Vietnamese Cities," Sustainability, MDPI, vol. 11(18), pages 1-30, September.
- Nikolov, Plamen & Jimi, Nusrat & Chang, Jerray, 2020.
"The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys,"
Labour Economics, Elsevier, vol. 65(C).
- Nikolov, Plamen & Jimi, Nusrat Abedin, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," IZA Discussion Papers 13194, Institute of Labor Economics (IZA).
- Plamen Nikolov & Nusrat Jimi, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," Working Papers 2020-026, Human Capital and Economic Opportunity Working Group.
- Plamen Nikolov & Nusrat Jimi, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," Papers 2006.00739, arXiv.org, revised Jun 2020.
- Park, Seonyoung, 2011. "Returning to school for higher returns," Economics of Education Review, Elsevier, vol. 30(6), pages 1215-1228.
- Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
- Ge, Suqin, 2013. "Estimating the returns to schooling: Implications from a dynamic discrete choice model," Labour Economics, Elsevier, vol. 20(C), pages 92-105.
- Eric A. Hanushek & Ludger Woessmann, 2008.
"The Role of Cognitive Skills in Economic Development,"
Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
- Eric Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Discussion Papers 07-034, Stanford Institute for Economic Policy Research.
- Hanushek, Eric A. & Wößmann, Ludger, 2008. "The role of cognitive skills in economic development," Munich Reprints in Economics 20454, University of Munich, Department of Economics.
- Denis Maguain, 2007.
"Les rendements de l'éducation en comparaison internationale,"
Économie et Prévision, Programme National Persée, vol. 180(4), pages 87-106.
- Denis Maguain, 2007. "Les rendements de l'éducation en comparaison internationale," Economie & Prévision, La Documentation Française, vol. 0(4), pages 87-106.
- Buscha, Franz & Dickson, Matt, 2015. "The Wage Returns to Education over the Life-Cycle: Heterogeneity and the Role of Experience," IZA Discussion Papers 9596, Institute of Labor Economics (IZA).
- Balestra, Simone & Backes-Gellner, Uschi, 2017.
"Heterogeneous returns to education over the wage distribution: Who profits the most?,"
Labour Economics, Elsevier, vol. 44(C), pages 89-105.
- Simone Balestra & Uschi Backes-Gellner, 2013. "Heterogeneous Returns to Education Over Wage Distribution: Who Profits the Most?," Economics of Education Working Paper Series 0091, University of Zurich, Department of Business Administration (IBW), revised Dec 2013.
- Hans‐Peter Y. Qvist & Anders Holm & Martin D. Munk, 2021. "Demand and Supply Effects and Returns to College Education: Evidence from a Natural Experiment with Engineers in Denmark," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(2), pages 676-704, April.
- 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.
- Adrien Montalbo, 2019. "Education and economic development. The influence of primary schooling on municipalities in nineteenth-century France," PSE Working Papers halshs-02286126, HAL.
- Mirjam van Praag & Arjen van Witteloostuijn & Justin van der Sluis, 2009. "Returns for Entrepreneurs versus Employees: The Effect of Education and Personal Control on the Relative Performance of Entrepreneurs vis-a-vis Wage Employees," Tinbergen Institute Discussion Papers 09-111/3, Tinbergen Institute.
- Adrien Montalbo, 2019. "Education and economic development. The influence of primary schooling on municipalities in nineteenth-century France," Working Papers halshs-02286126, HAL.
- Matt Dickson, 2013.
"The Causal Effect of Education on Wages Revisited,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(4), pages 477-498, August.
- Matt Dickson, 2009. "The Causal Effect of Education on Wages Revisited," The Centre for Market and Public Organisation 09/220, The Centre for Market and Public Organisation, University of Bristol, UK.
- Dickson, Matt, 2009. "The Causal Effect of Education on Wages Revisited," IZA Discussion Papers 4419, Institute of Labor Economics (IZA).
More about this item
JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
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:isu:genres:12016. 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: Curtis Balmer (email available below). General contact details of provider: https://edirc.repec.org/data/deiasus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.