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Volumn 156, Issue 2, 2010, Pages 408-425

EL inference for partially identified models: Large deviations optimality and bootstrap validity

Author keywords

Asymptotic optimality; Empirical likelihood; Empirical likelihood bootstrap; Large deviations; Partial identification

Indexed keywords

ASYMPTOTIC OPTIMALITY; EMPIRICAL LIKELIHOOD; FINITE SAMPLE PROPERTIES; INFERENTIAL METHODS; LARGE DEVIATIONS; LIMIT DISTRIBUTION; MOMENT INEQUALITY; MONTE CARLO SIMULATION; OPTIMALITY; PARTIAL IDENTIFICATION; RESAMPLING METHOD; SIMULATION RESULT;

EID: 77950517139     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2009.11.009     Document Type: Article
Times cited : (106)

References (58)
  • 1
    • 0001198502 scopus 로고    scopus 로고
    • Inconsistency of the bootstrap when a parameter is on the boundary of the parameter space
    • Andrews D.W.K. Inconsistency of the bootstrap when a parameter is on the boundary of the parameter space. Econometrica 68 2 (2000) 399-405
    • (2000) Econometrica , vol.68 , Issue.2 , pp. 399-405
    • Andrews, D.W.K.1
  • 2
    • 33947681566 scopus 로고    scopus 로고
    • Confidence regions for parameters in discrete games with multiple equilibria, with an application to discount chain store locations. Yale University
    • Manuscript
    • Andrews, D.W.K., Berry, S.T., Jia, P., 2004. Confidence regions for parameters in discrete games with multiple equilibria, with an application to discount chain store locations. Yale University. Manuscript
    • (2004)
    • Andrews, D.W.K.1    Berry, S.T.2    Jia, P.3
  • 3
    • 65949111791 scopus 로고    scopus 로고
    • Validity of subsampling and "plug-in asymptotic" inference for parameters defined by moment inequalities
    • Andrews D.W.K., and Guggenberger P. Validity of subsampling and "plug-in asymptotic" inference for parameters defined by moment inequalities. Econometric Theory 25 (2009) 669-709
    • (2009) Econometric Theory , vol.25 , pp. 669-709
    • Andrews, D.W.K.1    Guggenberger, P.2
  • 4
    • 65949121440 scopus 로고    scopus 로고
    • Andrews, D.W.K., Guggenberger, P., 2010. Asymptotic size and a problem with subsampling and with the m out of n bootstrap. Econometric Theory (forthcoming)
    • Andrews, D.W.K., Guggenberger, P., 2010. Asymptotic size and a problem with subsampling and with the m out of n bootstrap. Econometric Theory (forthcoming)
  • 5
    • 67650655110 scopus 로고    scopus 로고
    • Inference for parameters defined by moment inequalities: A recommended moment selection procedure. Yale University
    • Manuscript
    • Andrews, D.W.K., Jia, P., 2008. Inference for parameters defined by moment inequalities: A recommended moment selection procedure. Yale University. Manuscript
    • (2008)
    • Andrews, D.W.K.1    Jia, P.2
  • 6
    • 71549134165 scopus 로고    scopus 로고
    • Inference for parameters defined by moment inequalities using generalized moment selection
    • forthcoming
    • Andrews, D.W.K., Soares, G., 2009. Inference for parameters defined by moment inequalities using generalized moment selection. Econometrica (forthcoming)
    • (2009) Econometrica
    • Andrews, D.W.K.1    Soares, G.2
  • 7
    • 0000083313 scopus 로고
    • On the asymptotic efficiency of test and estimators
    • Bahadur R. On the asymptotic efficiency of test and estimators. Sankhya 22 (1960) 229-252
    • (1960) Sankhya , vol.22 , pp. 229-252
    • Bahadur, R.1
  • 8
    • 47249113077 scopus 로고    scopus 로고
    • Asymptotic properties for a class of partially identified models
    • Beresteanu A., and Molinari F. Asymptotic properties for a class of partially identified models. Econometrica 76 4 (2008) 763-814
    • (2008) Econometrica , vol.76 , Issue.4 , pp. 763-814
    • Beresteanu, A.1    Molinari, F.2
  • 9
    • 0036790421 scopus 로고    scopus 로고
    • Generalized method of moments, efficient bootstrapping, and improved inference
    • Brown B.W., and Newey W. Generalized method of moments, efficient bootstrapping, and improved inference. Journal of Business and Economics Statistics 20 4 (2002) 507-517
    • (2002) Journal of Business and Economics Statistics , vol.20 , Issue.4 , pp. 507-517
    • Brown, B.W.1    Newey, W.2
  • 10
    • 77954290143 scopus 로고    scopus 로고
    • Bootstrap inference in partially identified models defined by moment inequalities: Coverage of the elements of the identified set. Duke University
    • Manuscript
    • Bugni, F.A., 2009. Bootstrap inference in partially identified models defined by moment inequalities: Coverage of the elements of the identified set. Duke University. Manuscript
    • (2009)
    • Bugni, F.A.1
  • 11
    • 77950517546 scopus 로고    scopus 로고
    • Bootstrap inference in partially identified models defined by moment inequalities: Coverage of the identified set
    • forthcoming
    • Bugni, F.A., 2009. Bootstrap inference in partially identified models defined by moment inequalities: Coverage of the identified set. Econometrica (forthcoming)
    • (2009) Econometrica
    • Bugni, F.A.1
  • 12
    • 77950517007 scopus 로고    scopus 로고
    • Hodges-Lehmann optimality for testing moment condition models. Northwestern University
    • Manuscript
    • Canay, I.A., Otsu, T., 2009. Hodges-Lehmann optimality for testing moment condition models. Northwestern University. Manuscript
    • (2009)
    • Canay, I.A.1    Otsu, T.2
  • 13
    • 0001620014 scopus 로고
    • Asymptotic efficiency in estimation with conditional moment restrictions
    • Chamberlain G. Asymptotic efficiency in estimation with conditional moment restrictions. Journal of Econometrics 34 1 (1987) 305-334
    • (1987) Journal of Econometrics , vol.34 , Issue.1 , pp. 305-334
    • Chamberlain, G.1
  • 14
    • 0000182415 scopus 로고
    • A measure of asymptotic efficiency for test of a hypothesis based on the sum of observations
    • Chernoff H. A measure of asymptotic efficiency for test of a hypothesis based on the sum of observations. The Annals of Mathematical Statistics 23 (1952) 497-507
    • (1952) The Annals of Mathematical Statistics , vol.23 , pp. 497-507
    • Chernoff, H.1
  • 16
    • 34547678276 scopus 로고    scopus 로고
    • Estimation and confidence regions for parameter sets in econometric models
    • Chernozhukov V., Hong H., and Tamer E. Estimation and confidence regions for parameter sets in econometric models. Econometrica 75 5 (2007) 1243-1284
    • (2007) Econometrica , vol.75 , Issue.5 , pp. 1243-1284
    • Chernozhukov, V.1    Hong, H.2    Tamer, E.3
  • 17
    • 71549140368 scopus 로고    scopus 로고
    • Market structure and multiple equilibria in airline industry
    • forthcoming
    • Ciliberto, F., Tamer, E., 2009. Market structure and multiple equilibria in airline industry. Econometrica (forthcoming)
    • (2009) Econometrica
    • Ciliberto, F.1    Tamer, E.2
  • 19
    • 0000143319 scopus 로고
    • Empirical likelihood is Bartlett-correctable
    • DiCiccio J.D., Hall P., and Romano J. Empirical likelihood is Bartlett-correctable. Annals of Statistics 19 (1991) 1053-1061
    • (1991) Annals of Statistics , vol.19 , pp. 1053-1061
    • DiCiccio, J.D.1    Hall, P.2    Romano, J.3
  • 21
    • 77950517911 scopus 로고    scopus 로고
    • Dilation bootstrap: A natural approach to inference in incomplete models. Harvard University
    • Manuscript
    • Galichon, A., Henry, M., 2006a. Dilation bootstrap: A natural approach to inference in incomplete models. Harvard University. Manuscript
    • (2006)
    • Galichon, A.1    Henry, M.2
  • 22
    • 34547659136 scopus 로고    scopus 로고
    • Inference in incomplete models. Harvard University
    • Manuscript
    • Galichon, A., Henry, M., 2006b. Inference in incomplete models. Harvard University. Manuscript
    • (2006)
    • Galichon, A.1    Henry, M.2
  • 23
    • 0001976863 scopus 로고
    • Likelihood ratio test, Wald test, and Khun-Tucker test in linear models with inequality constraints on the regression parameters
    • Gourieroux C., Holly A., and Monfort A. Likelihood ratio test, Wald test, and Khun-Tucker test in linear models with inequality constraints on the regression parameters. Econometrica 50 1 (1982) 63-80
    • (1982) Econometrica , vol.50 , Issue.1 , pp. 63-80
    • Gourieroux, C.1    Holly, A.2    Monfort, A.3
  • 24
    • 42649139912 scopus 로고    scopus 로고
    • Specification and testing under moment inequalities
    • Guggenberger P., Hahn J., and Kim K. Specification and testing under moment inequalities. Economics Letters 99 2 (2008) 375-378
    • (2008) Economics Letters , vol.99 , Issue.2 , pp. 375-378
    • Guggenberger, P.1    Hahn, J.2    Kim, K.3
  • 25
    • 65449152419 scopus 로고    scopus 로고
    • Insurer-provider networks in the medical care market
    • Ho K. Insurer-provider networks in the medical care market. American Economic Review 99 1 (2009) 393-430
    • (2009) American Economic Review , vol.99 , Issue.1 , pp. 393-430
    • Ho, K.1
  • 26
    • 0001613029 scopus 로고
    • Asymptotically optimal test for multinomial disrtibutions (with discussion)
    • Hoeffding W. Asymptotically optimal test for multinomial disrtibutions (with discussion). Annals of Mathematical Statistics 36 (1965) 369-408
    • (1965) Annals of Mathematical Statistics , vol.36 , pp. 369-408
    • Hoeffding, W.1
  • 27
    • 0002470860 scopus 로고    scopus 로고
    • Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputations
    • Horowitz J.L., and Manski C.F. Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputations. Journal of Econometrics 84 1 (1998) 37-58
    • (1998) Journal of Econometrics , vol.84 , Issue.1 , pp. 37-58
    • Horowitz, J.L.1    Manski, C.F.2
  • 28
    • 0442309562 scopus 로고    scopus 로고
    • Nonparametric analysis of randomized experiments with missing covariate and outcome data
    • Horowitz J.L., and Manski C.F. Nonparametric analysis of randomized experiments with missing covariate and outcome data. Journal of the American Statistical Association 95 449 (2000) 77-84
    • (2000) Journal of the American Statistical Association , vol.95 , Issue.449 , pp. 77-84
    • Horowitz, J.L.1    Manski, C.F.2
  • 29
    • 8344228503 scopus 로고    scopus 로고
    • Confidence intervals for partially identified parameters
    • Imbens G., and Manski C. Confidence intervals for partially identified parameters. Econometrica 72 (2004) 1845-1857
    • (2004) Econometrica , vol.72 , pp. 1845-1857
    • Imbens, G.1    Manski, C.2
  • 30
    • 0000975771 scopus 로고    scopus 로고
    • Information theoretic approaches to inference in moment condition models
    • Imbens G., Spady R.H., and Johnson P. Information theoretic approaches to inference in moment condition models. Econometrica 66 2 (1998) 333-357
    • (1998) Econometrica , vol.66 , Issue.2 , pp. 333-357
    • Imbens, G.1    Spady, R.H.2    Johnson, P.3
  • 31
    • 77950517745 scopus 로고    scopus 로고
    • Interconnection pricing, compatibility, and investment in network industries: An empirical study of atm surcharging in the retail banking industry. Harvard University
    • Manuscript
    • Ishii, J., 2005. Interconnection pricing, compatibility, and investment in network industries: An empirical study of atm surcharging in the retail banking industry. Harvard University. Manuscript
    • (2005)
    • Ishii, J.1
  • 32
    • 0010702010 scopus 로고    scopus 로고
    • Asymptotic optimality of empirical likelihood for testing moment restrictions
    • Kitamura Y. Asymptotic optimality of empirical likelihood for testing moment restrictions. Econometrica 69 6 (2001) 1661-1672
    • (2001) Econometrica , vol.69 , Issue.6 , pp. 1661-1672
    • Kitamura, Y.1
  • 33
    • 77950520521 scopus 로고    scopus 로고
    • Kitamura, Y., 2006. Empirical likelihood methods in econometrics: Theory and practice. Cowles Foundation Discussion Paper 1569
    • Kitamura, Y., 2006. Empirical likelihood methods in econometrics: Theory and practice. Cowles Foundation Discussion Paper 1569
  • 34
    • 33947601951 scopus 로고    scopus 로고
    • Minimax estimation and testing for moment condition models via large deviations. Yale University
    • Manuscript
    • Kitamura, Y., Otsu, T., 2005. Minimax estimation and testing for moment condition models via large deviations. Yale University. Manuscript
    • (2005)
    • Kitamura, Y.1    Otsu, T.2
  • 35
    • 77950519848 scopus 로고    scopus 로고
    • On the asymptotic optimality of empirical likelihood for testing moment restrictions. University of Chicago
    • Manuscript
    • Kitamura, Y., Santos, A., Shaikh, A., 2009. On the asymptotic optimality of empirical likelihood for testing moment restrictions. University of Chicago. Manuscript
    • (2009)
    • Kitamura, Y.1    Santos, A.2    Shaikh, A.3
  • 36
    • 0001380336 scopus 로고
    • A multivariate analog of a one-sided test
    • Kudo A. A multivariate analog of a one-sided test. Biometrica 59 3 (1963) 403-418
    • (1963) Biometrica , vol.59 , Issue.3 , pp. 403-418
    • Kudo, A.1
  • 37
    • 0001606349 scopus 로고
    • Anatomy of the selection problem
    • Manski C. Anatomy of the selection problem. Journal of Human Resources 24 3 (1989) 343-360
    • (1989) Journal of Human Resources , vol.24 , Issue.3 , pp. 343-360
    • Manski, C.1
  • 39
    • 0036215568 scopus 로고    scopus 로고
    • Inference on regressions with interval data on a regressor or outcome
    • Manski C., and Tamer E. Inference on regressions with interval data on a regressor or outcome. Econometrica 70 (2002) 519-546
    • (2002) Econometrica , vol.70 , pp. 519-546
    • Manski, C.1    Tamer, E.2
  • 40
    • 1642369685 scopus 로고    scopus 로고
    • Higher order properties of gmm and generalized empirical likelihood estimators
    • Newey W.K., and Smith R.J. Higher order properties of gmm and generalized empirical likelihood estimators. Econometrica 72 1 (2004) 219-255
    • (2004) Econometrica , vol.72 , Issue.1 , pp. 219-255
    • Newey, W.K.1    Smith, R.J.2
  • 41
    • 0000060427 scopus 로고
    • Empirical likelihood ratio confidence intervals for a single functional
    • Owen A. Empirical likelihood ratio confidence intervals for a single functional. Biometrika 75 (1988) 237-249
    • (1988) Biometrika , vol.75 , pp. 237-249
    • Owen, A.1
  • 42
    • 0002552463 scopus 로고
    • Empirical likelihood for confidence regions
    • Owen A. Empirical likelihood for confidence regions. Annals of Statistics 18 1 (1990) 90-120
    • (1990) Annals of Statistics , vol.18 , Issue.1 , pp. 90-120
    • Owen, A.1
  • 43
    • 0001085733 scopus 로고
    • Empirical likelihood for linear models
    • Owen A. Empirical likelihood for linear models. Annals of Statistics 19 4 (1991) 1725-1747
    • (1991) Annals of Statistics , vol.19 , Issue.4 , pp. 1725-1747
    • Owen, A.1
  • 45
    • 33645108712 scopus 로고    scopus 로고
    • Moment inequalities and their applications. Harvard University
    • Manuscript
    • Pakes, A., Porter, J., Ho, K., Ishii, J., 2005. Moment inequalities and their applications. Harvard University. Manuscript
    • (2005)
    • Pakes, A.1    Porter, J.2    Ho, K.3    Ishii, J.4
  • 46
    • 0347609095 scopus 로고
    • Empirical likelihood and general estimating equations
    • Qin B.J., and Lawless J. Empirical likelihood and general estimating equations. Annals of Statistics 22 1 (1994) 300-325
    • (1994) Annals of Statistics , vol.22 , Issue.1 , pp. 300-325
    • Qin, B.J.1    Lawless, J.2
  • 47
    • 77950517232 scopus 로고    scopus 로고
    • Inference for the identified set in partially identified econometric models
    • forthcoming
    • Romano, J.P., Shaikh, A.M., 2009. Inference for the identified set in partially identified econometric models. Econometrica (forthcoming)
    • (2009) Econometrica
    • Romano, J.P.1    Shaikh, A.M.2
  • 48
    • 43849087376 scopus 로고    scopus 로고
    • Inference for identifiable parameters in partially identified econometric models
    • Romano J.P., and Shaikh A.M. Inference for identifiable parameters in partially identified econometric models. Journal of Statistical Planning and Inference 138 9 (2008) 2786-2807
    • (2008) Journal of Statistical Planning and Inference , vol.138 , Issue.9 , pp. 2786-2807
    • Romano, J.P.1    Shaikh, A.M.2
  • 49
    • 52149109499 scopus 로고    scopus 로고
    • Confidence sets for partially identified parameters that satisfy a finite number of moment inequalities
    • Rosen A. Confidence sets for partially identified parameters that satisfy a finite number of moment inequalities. Journal of Econometrics 146 1 (2008) 107-117
    • (2008) Journal of Econometrics , vol.146 , Issue.1 , pp. 107-117
    • Rosen, A.1
  • 50
    • 34547666645 scopus 로고    scopus 로고
    • Inference in nonparametric instrumental variables with partial identification. Stanford University
    • Manuscript
    • Santos, A., 2006. Inference in nonparametric instrumental variables with partial identification. Stanford University. Manuscript
    • (2006)
    • Santos, A.1
  • 53
    • 34547653641 scopus 로고    scopus 로고
    • Inference for partially identified models with inequality moment constraints. Yale University
    • Manuscript
    • Soares, G., 2006. Inference for partially identified models with inequality moment constraints. Yale University. Manuscript
    • (2006)
    • Soares, G.1
  • 54
    • 0037240088 scopus 로고    scopus 로고
    • Incomplete simultaneous discrete response model with multiple equilibria
    • Tamer E. Incomplete simultaneous discrete response model with multiple equilibria. The Review of Economic Studies 70 (2003) 147-165
    • (2003) The Review of Economic Studies , vol.70 , pp. 147-165
    • Tamer, E.1
  • 56
    • 84950435766 scopus 로고
    • An exact test for multiple inequality and equality constraints in the linear regression model
    • Wolak F. An exact test for multiple inequality and equality constraints in the linear regression model. Journal of the American Statistical Association 82 399 (1987) 782-793
    • (1987) Journal of the American Statistical Association , vol.82 , Issue.399 , pp. 782-793
    • Wolak, F.1
  • 57
    • 0000284943 scopus 로고
    • The local nature of hypothesis tests involving inequality constraints in nonlinear models
    • Wolak F. The local nature of hypothesis tests involving inequality constraints in nonlinear models. Econometrica 59 4 (1991) 981-995
    • (1991) Econometrica , vol.59 , Issue.4 , pp. 981-995
    • Wolak, F.1
  • 58


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