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The Ill-Posed Problem in Growth Empirics Author info | Abstract | Publisher info | Download info | Related research | Statistics Peter Sandholt Jensen (Department of Economics, University of Aarhus)
Allan H. Würtz (Department of Economics, University of Copenhagen)
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A problem encountered in growth empirics is that the number of explanatory variables is large compared to the number of observations. This makes it impossible to condition on all regressors when determining if a variable is important. We investigate methods used to resolve this problem: Extreme bounds, Sala-i-Martin’s test, BACE, general-to-specific, minimum t-statistics, BIC and AIC. We prove that the problem in general is ill-posed and that the existing methods are inconsistent. We propose a test and apply it to determine if "good policy" increases the effectiveness of foreign aid on growth. The test rejects inference regarding good policy.
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Paper provided by University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics in its series CAM Working Papers with number
2005-11.
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Length: 32 pages
Date of creation: Jul 2005Date of revision:
Handle: RePEc:kud:kuieca:2005_11Contact details of provider: Postal: Øster Farimagsgade 5, Building 26, DK-1353 Copenhagen K., Denmark Phone: (45) 35 32 30 74 Fax: +45 35 32 30 00 Web page: http://www.econ.ku.dk/CAM/ More information through EDIRC
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Keywords: AIC ; BACE ; BIC ; extreme bounds ; general-to-specific ; ill-posed inverse problem ; robustness ; Find related papers by JEL classification: C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Hypothesis Testing C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation O10 - Economic Development, Technological Change, and Growth - - Economic Development - - - General
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Jan- Sturm & Jakob de Haan, 2005.
"Determinants of long-term growth: New results applying robust estimation and extreme bounds analysis ,"
Empirical Economics ,
Springer, vol. 30(3), pages 597-617, October.
[Downloadable!] (restricted)
repec:att:wimass:1919983 is not listed on IDEAS
David Roodman, 2004.
"The Anarchy of Numbers: Aid, Development, and Cross-country Empirics ,"
Development and Comp Systems
0412003, EconWPA.
[Downloadable!]
Other versions: Carmen Fernandez & Eduardo Ley & Mark Steel, 1999.
"Model uncertainty in cross-country growth regressions ,"
Econometrics
9903003, EconWPA, revised 06 Oct 2001.
[Downloadable!]
Other versions: Bruce E. Hansen, 1999.
"Discussion of 'Data mining reconsidered' ,"
Econometrics Journal ,
Royal Economic Society, vol. 2(2), pages 192-201.
Pagan, Adrian, 1987.
" Three Econometric Methodologies: A Critical Appraisal ,"
Journal of Economic Surveys ,
Blackwell Publishing, vol. 1(1), pages 3-24.
William Easterly & Ross Levine & David Roodman, 2004.
"Aid, Policies, and Growth: Comment ,"
American Economic Review ,
American Economic Association, vol. 94(3), pages 774-780, June.
[Downloadable!]
Johnson, Paul & Durlauf, Steven N & Temple, Johnathan R. W., 2004.
"Growth Econometrics ,"
Vassar College Department of Economics Working Paper Series
61, Vassar College Department of Economics.
[Downloadable!]
Other versions:
Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005.
"Growth Econometrics ,"
Handbook of Economic Growth ,
in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677
Elsevier.
[Downloadable!] (restricted) Halbert White, 2000.
"A Reality Check for Data Snooping ,"
Econometrica ,
Econometric Society, vol. 68(5), pages 1097-1126, September.
Stock J.H. & Watson M.W., 2002.
"Forecasting Using Principal Components From a Large Number of Predictors ,"
Journal of the American Statistical Association ,
American Statistical Association, vol. 97, pages 1167-1179, December.
[Downloadable!] (restricted)
Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001.
"Benchmark priors for Bayesian model averaging ,"
Journal of Econometrics ,
Elsevier, vol. 100(2), pages 381-427, February.
[Downloadable!] (restricted)
Other versions:
Carmen Fernández & Eduardo Ley & Mark F. J. Steel, .
"Benchmark priors for Bayesian Model averaging ,"
Working Papers
98-06, FEDEA.
[Downloadable!] Carmen Fernandez & E Ley & Mark F J Steel, 2004.
"Benchmark priors for Bayesian models averaging ,"
ESE Discussion Papers
66, Edinburgh School of Economics, University of Edinburgh.
[Downloadable!] Carmen Fernandez & Eduardo Ley & Mark F.J. Steel, 1998.
"Benchmark Priors for Bayesian Model Averaging ,"
Econometrics
9804001, EconWPA, revised 31 Jul 1999.
[Downloadable!] Leamer, Edward E, 1983.
"Let's Take the Con Out of Econometrics ,"
American Economic Review ,
American Economic Association, vol. 73(1), pages 31-43, March.
[Downloadable!] (restricted)
Other versions: Temple, Jonathan, 2000.
"Growth Regressions and What the Textbooks Don't Tell You ,"
Bulletin of Economic Research ,
Blackwell Publishing, vol. 52(3), pages 181-205, July.
Granger, Clive W. J. & Uhlig, Harald F., 1990.
"Reasonable extreme-bounds analysis ,"
Journal of Econometrics ,
Elsevier, vol. 44(1-2), pages 159-170.
[Downloadable!] (restricted)
Other versions: repec:att:wimass:1920418 is not listed on IDEAS
David F. Hendry & Hans-Martin Krolzig, 2004.
"We Ran One Regression ,"
Oxford Bulletin of Economics and Statistics ,
Department of Economics, University of Oxford, vol. 66(5), pages 799-810, December.
[Downloadable!] (restricted)
Durlauf, Steven N. & Quah, Danny T., 1999.
"The new empirics of economic growth ,"
Handbook of Macroeconomics ,
in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308
Elsevier.
[Downloadable!] (restricted)
Other versions: McAleer, Michael, 1994.
" Sherlock Holmes and the Search for Truth: A Diagnostic Tale ,"
Journal of Economic Surveys ,
Blackwell Publishing, vol. 8(4), pages 317-70, December.
Bleaney, Michael & Nishiyama, Akira, 2002.
" Explaining Growth: A Contest between Models ,"
Journal of Economic Growth ,
Springer, vol. 7(1), pages 43-56, March.
[Downloadable!] (restricted)
Breusch, Trevor S, 1986.
"Hypothesis Testing in Unidentified Models ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 53(4), pages 635-51, August.
[Downloadable!] (restricted)
Kevin D. Hoover & Stephen J. Perez, .
"Truth and Robustness in Cross-country Growth Regressions ,"
Department of Economics
01-01, California Davis - Department of Economics.
[Downloadable!]
Other versions:
Hoover, Kevin, 2000.
"Truth and Robustness in Cross-Country Growth Regression ,"
Working Papers
01-1, University of California at Davis, Department of Economics.
[Downloadable!] Kevin D. Hoover & Stephen J. Perez, 2004.
"Truth and Robustness in Cross-country Growth Regressions ,"
Oxford Bulletin of Economics and Statistics ,
Department of Economics, University of Oxford, vol. 66(5), pages 765-798, December.
[Downloadable!] (restricted) Carrasco, Marine & Florens, Jean-Pierre & Renault, Eric, 2007.
"Linear Inverse Problems in Structural Econometrics Estimation Based on Spectral Decomposition and Regularization ,"
Handbook of Econometrics ,
in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 77
Elsevier.
[Downloadable!] (restricted)
Robert J. Barro & Paul Romer, 1993.
"Economic Growth ,"
NBER Books ,
National Bureau of Economic Research, Inc, number barr93-1.
Other versions:
Robert J. Barro & Paul M. Romer, 1991.
"Economic Growth ,"
NBER Books ,
National Bureau of Economic Research, Inc, number barr91-1.
McAleer, Michael & Pagan, Adrian, 1985.
"What Will Take the Con Out of Econometrics? ,"
CEPR Discussion Papers
39, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted)
Other versions: Sala-i-Martin, Xavier, 1997.
"I Just Ran Two Million Regressions ,"
American Economic Review ,
American Economic Association, vol. 87(2), pages 178-83, May.
[Downloadable!] (restricted)
Carl-Johan Dalgaard & Henrik Hansen & Finn Tarp, 2004.
"On The Empirics of Foreign Aid and Growth ,"
Economic Journal ,
Royal Economic Society, vol. 114(496), pages F191-F216, 06.
[Downloadable!] (restricted)
Other versions: Thanasis Stengos & Theofanis P. Mamuneas & Pantelis Kalaitzidakis, 2002.
"Specification and sensitivity analysis of cross-country growth regressions ,"
Empirical Economics ,
Springer, vol. 27(4), pages 645-656.
[Downloadable!] (restricted)
Kevin D. Hoover & Stephen J. Perez, .
"Data Mining Reconsidered: Encompassing And The General-To-Specific Approach To Specification Search ,"
Department of Economics
97-27, California Davis - Department of Economics.
[Downloadable!]
Other versions: Levine, Ross & Renelt, David, 1991.
"A sensitivity analysis of cross-country growth regressions ,"
Policy Research Working Paper Series
609, The World Bank.
[Downloadable!]
Other versions: David F. Hendry & Hans-Martin Krolzig, 1999.
"Improving on 'Data mining reconsidered' by K.D. Hoover and S.J. Perez ,"
Econometrics Journal ,
Royal Economic Society, vol. 2(2), pages 202-219.
Burnside, Craig & Dollar, David, 1997.
"Aid, policies, and growth ,"
Policy Research Working Paper Series
1777, The World Bank.
[Downloadable!]
Other versions: David F. Hendry & Hans-Martin Krolzig, 2004.
"We Ran One Regression ,"
Economics Papers
2004-W17, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
de Haan, Jakob & Sturm, Jan-Egbert, 2000.
"On the relationship between economic freedom and economic growth ,"
European Journal of Political Economy ,
Elsevier, vol. 16(2), pages 215-241, June.
[Downloadable!] (restricted)
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