The Large Sample Behaviour of the Generalized Method of Moments Estimator in Misspecified Models
Author
Abstract
Suggested Citation
Note: Type of Document - pdf
Download full text from publisher
Other versions of this item:
- Hall, Alastair R. & Inoue, Atsushi, 2003. "The large sample behaviour of the generalized method of moments estimator in misspecified models," Journal of Econometrics, Elsevier, vol. 114(2), pages 361-394, June.
References listed on IDEAS
- Francis X. Diebold & Lee E. Ohanian & Jeremy Berkowitz, 1998.
"Dynamic Equilibrium Economies: A Framework for Comparing Models and Data,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 433-451.
- Francis X. Diebold & Lee E. Ohanian & Jeremy Berkowitz, 1995. "Dynamic Equilibrium Economies: A Framework for Comparing Models and Data," NBER Technical Working Papers 0174, National Bureau of Economic Research, Inc.
- Jeremy Berkowitz & Francis X. Diebold & Lee E. Ohanian, 1998. "Dynamic equilibrium economies: a framework for comparing models and data," Staff Report 243, Federal Reserve Bank of Minneapolis.
- Jeremy Berkowitz & Francis X. Diebold & Lee E. Ohanian, 1997. "Dynamic equilibrium economies: a framework for comparing models and data," Finance and Economics Discussion Series 1997-23, Board of Governors of the Federal Reserve System (U.S.).
- Jeremy Berkowitz & Francis X. Diebold & Lee E. Ohanian, 1997. "Dynamic equilibrium economies: a framework for comparing models and data," Working Papers 97-7, Federal Reserve Bank of Philadelphia.
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
- Watson, Mark W, 1993.
"Measures of Fit for Calibrated Models,"
Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 1011-1041, December.
- Mark W. Watson, 1991. "Measures of Fit for Calibrated Models," NBER Technical Working Papers 0102, National Bureau of Economic Research, Inc.
- Mark W. Watson, 1991. "Measures of fit for calibrated models," Working Paper Series, Macroeconomic Issues 91-9, Federal Reserve Bank of Chicago.
- Hansen, Bruce E, 1992. "Consistent Covariance Matrix Estimation for Dependent Heterogeneous Processes," Econometrica, Econometric Society, vol. 60(4), pages 967-972, July.
- Durlauf, Steven N. & Maccini, Louis J., 1995.
"Measuring noise in inventory models,"
Journal of Monetary Economics, Elsevier, vol. 36(1), pages 65-89, August.
- Steven N. Durlauf & Louis J. Maccini, 1993. "Measuring Noise in Inventory Models," NBER Working Papers 4487, National Bureau of Economic Research, Inc.
- Durlauf, S.N. & Maccini, L.J., 1993. "Measuring Noise in Inventory Models," Working papers 9326, Wisconsin Madison - Social Systems.
- Newey, Whitney K & West, Kenneth D, 1987. "Hypothesis Testing with Efficient Method of Moments Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 777-787, October.
- Hansen, Lars Peter & Jagannathan, Ravi, 1991.
"Implications of Security Market Data for Models of Dynamic Economies,"
Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 225-262, April.
- Lars Peter Hansen & Ravi Jagannathan, 1990. "Implications of security market data for models of dynamic economies," Discussion Paper / Institute for Empirical Macroeconomics 29, Federal Reserve Bank of Minneapolis.
- Lars Peter Hansen & Ravi Jagannathan, 1990. "Implications of Security Market Data for Models of Dynamic Economies," NBER Technical Working Papers 0089, National Bureau of Economic Research, Inc.
- Andrews, Donald W K, 1991.
"Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation,"
Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
- Donald W.K. Andrews, 1988. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Cowles Foundation Discussion Papers 877, Cowles Foundation for Research in Economics, Yale University.
- Donald W.K. Andrews, 1988. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Cowles Foundation Discussion Papers 877R, Cowles Foundation for Research in Economics, Yale University, revised Jul 1989.
- Maasoumi, Esfandiar & Phillips, Peter C. B., 1982.
"On the behavior of inconsistent instrumental variable estimators,"
Journal of Econometrics, Elsevier, vol. 19(2-3), pages 183-201, August.
- Esfandier Maasoumi & Peter C.B. Phillips, 1980. "On the Behavior of Inconsistent Instrumental Variable Estimators," Cowles Foundation Discussion Papers 568, Cowles Foundation for Research in Economics, Yale University.
- Newey, Whitney K. & McFadden, Daniel, 1986. "Large sample estimation and hypothesis testing," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 36, pages 2111-2245, Elsevier.
- Ferson, Wayne E. & Constantinides, George M., 1991.
"Habit persistence and durability in aggregate consumption: Empirical tests,"
Journal of Financial Economics, Elsevier, vol. 29(2), pages 199-240, October.
- Wayne E. Ferson & George M. Constantinides, 1991. "Habit Persistence and Durability in Aggregate Consumption: Empirical Tests," NBER Working Papers 3631, National Bureau of Economic Research, Inc.
- Meghir, Costas & Weber, Guglielmo, 1996. "Intertemporal Nonseparability or Borrowing Restrictions? A Disaggregate Analysis Using a U.S. Consumption Panel," Econometrica, Econometric Society, vol. 64(5), pages 1151-1181, September.
- K. Newey, Whitney, 1985. "Generalized method of moments specification testing," Journal of Econometrics, Elsevier, vol. 29(3), pages 229-256, September.
- Hansen, Lars Peter & Heaton, John & Luttmer, Erzo G J, 1995.
"Econometric Evaluation of Asset Pricing Models,"
The Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 237-274.
- Lars Peter Hansen & John Heaton & Erzo G.J. Luttmer, 1993. "Econometric Evaluation of Asset Pricing Models," NBER Technical Working Papers 0145, National Bureau of Economic Research, Inc.
- White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Alastair R. Hall, 2000. "Covariance Matrix Estimation and the Power of the Overidentifying Restrictions Test," Econometrica, Econometric Society, vol. 68(6), pages 1517-1528, November.
- Cochrane, John H, 1996. "A Cross-Sectional Test of an Investment-Based Asset Pricing Model," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 572-621, June.
- Hansen, Lars Peter & Sargent, Thomas J., 1993. "Seasonality and approximation errors in rational expectations models," Journal of Econometrics, Elsevier, vol. 55(1-2), pages 21-55.
- Hansen, Lars Peter & Heaton, John & Yaron, Amir, 1996. "Finite-Sample Properties of Some Alternative GMM Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 262-280, July.
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.- repec:bla:ecorec:v:91:y:2015:i::p:1-24 is not listed on IDEAS
- Alastair R. Hall, 2015. "Econometricians Have Their Moments: GMM at 32," The Economic Record, The Economic Society of Australia, vol. 91(S1), pages 1-24, June.
- Wayne E. Ferson & Ravi Jagannathan, 1996. "Econometric evaluation of asset pricing models," Staff Report 206, Federal Reserve Bank of Minneapolis.
- Smith, Richard J., 2005.
"Automatic Positive Semidefinite Hac Covariance Matrix And Gmm Estimation,"
Econometric Theory, Cambridge University Press, vol. 21(1), pages 158-170, February.
- Richard Smith, 2004. "Automatic positive semi-definite HAC covariance matrix and GMM estimation," CeMMAP working papers CWP17/04, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Frank Kleibergen, 2004. "Expansions of GMM statistics that indicate their properties under weak and/or many instruments and the bootstrap," Econometric Society 2004 North American Summer Meetings 408, Econometric Society.
- Peñaranda, Francisco & Sentana, Enrique, 2012.
"Spanning tests in return and stochastic discount factor mean–variance frontiers: A unifying approach,"
Journal of Econometrics, Elsevier, vol. 170(2), pages 303-324.
- Enrique Sentana & Francisco Penaranda, 2004. "Spanning Tests in Return and Stochastic Discount Factor Mean-Variance Frontiers: A Unifying Approach," FMG Discussion Papers dp497, Financial Markets Group.
- Francisco Peñaranda & Enrique Sentana, 2004. "Spanning Tests in Return and Stochastic Discount Factor Mean-Variance Frontiers: A Unifying Approach," Working Papers wp2004_0410, CEMFI.
- Sentana, Enrique & Peñaranda, Francisco, 2004. "Spanning Tests in Return and Stochastic Discount Factor Mean Variance Frontiers: A Unifying Approach," CEPR Discussion Papers 4422, C.E.P.R. Discussion Papers.
- Francisco Peñaranda & Enrique Sentana, 2008. "Spanning tests in return and stochastic discount factor mean-variance frontiers: A unifying approach," Economics Working Papers 1101, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2010.
- Hansen, Lars Peter & Jagannathan, Ravi, 1997.
"Assessing Specification Errors in Stochastic Discount Factor Models,"
Journal of Finance, American Finance Association, vol. 52(2), pages 557-590, June.
- Lars Peter Hansen & Ravi Jagannathan, 1994. "Assessing specification errors in stochastic discount factor models," Staff Report 167, Federal Reserve Bank of Minneapolis.
- Lars Peter Hansen & Ravi Jagannathan, 1994. "Assessing Specification Errors in Stochastic Discount Factor Models," NBER Technical Working Papers 0153, National Bureau of Economic Research, Inc.
- Otrok, Christopher & Ravikumar, B. & Whiteman, Charles H., 2007. "A generalized volatility bound for dynamic economies," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2269-2290, November.
- Prosper Dovonon, 2016.
"Large Sample Properties of the Three-Step Euclidean Likelihood Estimators under Model Misspecification,"
Econometric Reviews, Taylor & Francis Journals, vol. 35(4), pages 465-514, April.
- Dovonon, Prosper, 2008. "Large sample properties of the three-step euclidean likelihood estimators under model misspecification," MPRA Paper 40025, University Library of Munich, Germany, revised 16 May 2010.
- repec:bla:jecsur:v:16:y:2002:i:3:p:301-55 is not listed on IDEAS
- Bakshi, Gurdip S. & Naka, Atsuyuki, 1997. "An empirical investigation of asset pricing models using Japanese stock market data," Journal of International Money and Finance, Elsevier, vol. 16(1), pages 81-112, February.
- Driessen, Joost & Melenberg, Bertrand & Nijman, Theo, 2005.
"Testing affine term structure models in case of transaction costs,"
Journal of Econometrics, Elsevier, vol. 126(1), pages 201-232, May.
- Driessen, J.J.A.G. & Melenberg, B. & Nijman, T.E., 1999. "Testing Affine Term Structure Models in Case of Transaction Costs," Discussion Paper 1999-84, Tilburg University, Center for Economic Research.
- Joost Driessen & Bertrand Melenberg & Theo Nijman, 2000. "Testing Affine Term Structure Models in Case of Transaction Costs," Econometric Society World Congress 2000 Contributed Papers 0553, Econometric Society.
- Hwang, Jungbin & Kang, Byunghoon & Lee, Seojeong, 2022.
"A doubly corrected robust variance estimator for linear GMM,"
Journal of Econometrics, Elsevier, vol. 229(2), pages 276-298.
- Jungbin Hwang & Byunghoon Kang & Seojeong Lee, 2019. "A Doubly Corrected Robust Variance Estimator for Linear GMM," Papers 1908.07821, arXiv.org, revised May 2020.
- Jungbin Hwang & Byunghoon Kang & Seojeong Lee, 2019. "A Doubly Corrected Robust Variance Estimator for Linear GMM," Discussion Papers 2019-08, School of Economics, The University of New South Wales.
- Jungbin Hwang & Byunghoon Kang & Seojeong Lee, 2019. "A Doubly Corrected Robust Variance Estimator for Linear GMM," Working Papers 274731767, Lancaster University Management School, Economics Department.
- Bontemps, Christian & Meddahi, Nour, 2005.
"Testing normality: a GMM approach,"
Journal of Econometrics, Elsevier, vol. 124(1), pages 149-186, January.
- Christian Bontemps & Nour Meddahi, 2002. "Testing Normality: A GMM Approach," CIRANO Working Papers 2002s-63, CIRANO.
- Christian Bontemps & Nour Meddahi, 2005. "Testing normality: a GMM approach," Post-Print hal-02875105, HAL.
- BONTEMPS, Christian & MEDDAHI, Nour, 2002. "Testing Normality : A GMM Approach," Cahiers de recherche 2002-14, Universite de Montreal, Departement de sciences economiques.
- Christian BONTEMPS & Nour MEDDAHI, 2002. "Testing Normality : A Gmm Approach," Cahiers de recherche 14-2002, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Lee, Seojeong, 2014.
"Asymptotic refinements of a misspecification-robust bootstrap for generalized method of moments estimators,"
Journal of Econometrics, Elsevier, vol. 178(P3), pages 398-413.
- Seojeong Lee, 2013. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Method of Moments Estimators," Discussion Papers 2013-09, School of Economics, The University of New South Wales.
- Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Method of Moments Estimators," Papers 1806.01450, arXiv.org.
- Chen, Xiaohong & Liao, Zhipeng, 2015.
"Sieve semiparametric two-step GMM under weak dependence,"
Journal of Econometrics, Elsevier, vol. 189(1), pages 163-186.
- Xiaohong Chen & Zhipeng Liao, 2015. "Sieve Semiparametric Two-Step GMM under Weak Dependence," Cowles Foundation Discussion Papers 2012, Cowles Foundation for Research in Economics, Yale University.
- Almeida, Caio & Garcia, René, 2012. "Assessing misspecified asset pricing models with empirical likelihood estimators," Journal of Econometrics, Elsevier, vol. 170(2), pages 519-537.
- Smith, Richard J., 2011.
"Gel Criteria For Moment Condition Models,"
Econometric Theory, Cambridge University Press, vol. 27(6), pages 1192-1235, December.
- Richard Smith, 2004. "GEL Criteria for Moment Condition Models," CeMMAP working papers CWP19/04, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Liu, Ludan, 2008. "It takes a model to beat a model: Volatility bounds," Journal of Empirical Finance, Elsevier, vol. 15(1), pages 80-110, January.
- Bekaert, Geert, 1996.
"The Time Variation of Risk and Return in Foreign Exchange Markets: A General Equilibrium Perspective,"
The Review of Financial Studies, Society for Financial Studies, vol. 9(2), pages 427-470.
- Geert Bekaert, 1994. "The Time Variation of Risk and Return in Foreign Exchange Markets: A General Equilibrium Perspective," NBER Working Papers 4818, National Bureau of Economic Research, Inc.
- Jondeau, Eric & Le Bihan, Hervé, 2008. "Examining bias in estimators of linear rational expectations models under misspecification," Journal of Econometrics, Elsevier, vol. 143(2), pages 375-395, April.
- Berkowitz, Jeremy, 2001. "Generalized spectral estimation of the consumption-based asset pricing model," Journal of Econometrics, Elsevier, vol. 104(2), pages 269-288, September.
More about this item
Keywords
Misspecification; Generalized Method of Moments; Asymptotic Distribution Theory;All these keywords.
JEL classification:
- C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2005-05-14 (Econometrics)
- NEP-ETS-2005-05-14 (Econometric Time Series)
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:wpa:wuwpem:0505002. 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: EconWPA (email available below). General contact details of provider: https://econwpa.ub.uni-muenchen.de .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.