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Volumn 154, Issue 1, 2010, Pages 74-84

Testing semiparametric conditional moment restrictions using conditional martingale transforms

Author keywords

Asymptotically distribution free tests; Conditional moment restrictions; Martingale transform; Semiparametric models

Indexed keywords

ASYMPTOTICALLY DISTRIBUTION-FREE TESTS; CONDITIONAL MOMENT RESTRICTIONS; CONDITIONAL MOMENTS; DISTRIBUTION-FREE TEST; GENERAL METHOD; MARTINGALE TRANSFORM; MONTE CARLO SIMULATION; NON-PARAMETRIC; PARAMETRIC REGRESSION; QUANTILE REGRESSION; SEMIPARAMETRIC; SEMIPARAMETRIC MODELS;

EID: 70349845730     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2009.07.002     Document Type: Article
Times cited : (10)

References (50)
  • 1
    • 0141981616 scopus 로고    scopus 로고
    • Efficient estimation of models with conditional moment restrictions containing unknown functions
    • Ai C., and Chen X. Efficient estimation of models with conditional moment restrictions containing unknown functions. Econometrica 71 (2003) 1795-1843
    • (2003) Econometrica , vol.71 , pp. 1795-1843
    • Ai, C.1    Chen, X.2
  • 2
    • 0001209581 scopus 로고
    • Empirical process method in econometrics
    • Engle R.F., and McFadden D.L. (Eds), North-Holland, Amsterdam
    • Andrews D.W.K. Empirical process method in econometrics. In: Engle R.F., and McFadden D.L. (Eds). The Handbook of Econometrics Vol. IV (1994), North-Holland, Amsterdam
    • (1994) The Handbook of Econometrics , vol.IV
    • Andrews, D.W.K.1
  • 3
    • 0001179485 scopus 로고    scopus 로고
    • A conditional Kolmogorov test
    • Andrews D.W.K. A conditional Kolmogorov test. Econometrica 65 (1997) 1097-1128
    • (1997) Econometrica , vol.65 , pp. 1097-1128
    • Andrews, D.W.K.1
  • 4
    • 70349833003 scopus 로고    scopus 로고
    • Angrist, J.D., Kuersteiner, G.M., 2004. Semiparametric causality tests using the policy propensity score. NBER Working Paper 10975
    • Angrist, J.D., Kuersteiner, G.M., 2004. Semiparametric causality tests using the policy propensity score. NBER Working Paper 10975
  • 5
    • 0242474625 scopus 로고    scopus 로고
    • Testing parametric conditional distributions of dynamic models
    • Bai J. Testing parametric conditional distributions of dynamic models. Review of Economics and Statistics 85 (2003) 531-549
    • (2003) Review of Economics and Statistics , vol.85 , pp. 531-549
    • Bai, J.1
  • 6
    • 0242508005 scopus 로고    scopus 로고
    • A consistent test for conditional symmetry in time series models
    • Bai J., and Ng S. A consistent test for conditional symmetry in time series models. Journal of Econometrics 103 (2001) 225-258
    • (2001) Journal of Econometrics , vol.103 , pp. 225-258
    • Bai, J.1    Ng, S.2
  • 7
    • 0000932315 scopus 로고
    • A consistent conditional moment test of functional form
    • Bierens H.J. A consistent conditional moment test of functional form. Econometrica 58 (1990) 1443-1458
    • (1990) Econometrica , vol.58 , pp. 1443-1458
    • Bierens, H.J.1
  • 8
    • 0001003419 scopus 로고    scopus 로고
    • Asymptotic theory of integrated conditional moment tests
    • Bierens H.J., and Ploberger W. Asymptotic theory of integrated conditional moment tests. Econometrica 65 (1997) 1129-1151
    • (1997) Econometrica , vol.65 , pp. 1129-1151
    • Bierens, H.J.1    Ploberger, W.2
  • 9
    • 0031321245 scopus 로고    scopus 로고
    • Transformed empirical processes and modified Kolmogorov-Smirnov tests for multivariate distributions
    • Cabaña A., and Cabaña E.M. Transformed empirical processes and modified Kolmogorov-Smirnov tests for multivariate distributions. Annals of Statistics 25 (1997) 2388-2409
    • (1997) Annals of Statistics , vol.25 , pp. 2388-2409
    • Cabaña, A.1    Cabaña, E.M.2
  • 10
    • 0008598944 scopus 로고    scopus 로고
    • Consistent hypothesis testing in semiparametric and nonparametric models for econometric time series
    • Chen X., and Fan Y. Consistent hypothesis testing in semiparametric and nonparametric models for econometric time series. Journal of Econometrics 91 (1999) 373-401
    • (1999) Journal of Econometrics , vol.91 , pp. 373-401
    • Chen, X.1    Fan, Y.2
  • 11
    • 0141904053 scopus 로고    scopus 로고
    • Estimation of semiparametric models when the criterion function is not smooth
    • Chen X., Linton O., and van Keilegom I. Estimation of semiparametric models when the criterion function is not smooth. Econometrica 71 (2003) 1591-1608
    • (2003) Econometrica , vol.71 , pp. 1591-1608
    • Chen, X.1    Linton, O.2    van Keilegom, I.3
  • 12
    • 0032343669 scopus 로고    scopus 로고
    • Central limit and functional central limit theorems for Hilbert-valued dependent random arrays
    • Chen X., and White H. Central limit and functional central limit theorems for Hilbert-valued dependent random arrays. Econometric Theory 14 (1998) 260-284
    • (1998) Econometric Theory , vol.14 , pp. 260-284
    • Chen, X.1    White, H.2
  • 13
    • 0035470897 scopus 로고    scopus 로고
    • Significance testing in nonparametric regression based on the bootstrap
    • Delgado M.A., and González Manteiga W. Significance testing in nonparametric regression based on the bootstrap. Annals of Statistics 29 (2001) 1469-1507
    • (2001) Annals of Statistics , vol.29 , pp. 1469-1507
    • Delgado, M.A.1    González Manteiga, W.2
  • 14
    • 33644886281 scopus 로고    scopus 로고
    • Distribution free goodness-of-fit tests for linear processes
    • Delgado M.A., Hidalgo J., and Velasco C. Distribution free goodness-of-fit tests for linear processes. Annals of Statistics 33 (2005) 2568-2609
    • (2005) Annals of Statistics , vol.33 , pp. 2568-2609
    • Delgado, M.A.1    Hidalgo, J.2    Velasco, C.3
  • 15
    • 38149086147 scopus 로고    scopus 로고
    • Distribution-free specification tests of conditional models
    • Delgado M.A., and Stute W. Distribution-free specification tests of conditional models. Journal of Econometrics 143 (2007) 37-55
    • (2007) Journal of Econometrics , vol.143 , pp. 37-55
    • Delgado, M.A.1    Stute, W.2
  • 16
    • 4444288955 scopus 로고    scopus 로고
    • Consistent estimation of models defined by conditional moment restrictions
    • Domínguez M.A., and Lobato I.N. Consistent estimation of models defined by conditional moment restrictions. Econometrica 72 (2004) 1601-1615
    • (2004) Econometrica , vol.72 , pp. 1601-1615
    • Domínguez, M.A.1    Lobato, I.N.2
  • 17
    • 0001467992 scopus 로고
    • Weak convergence of the sample distribution function when parameters are estimated
    • Durbin J. Weak convergence of the sample distribution function when parameters are estimated. Annals of Statistics 1 (1973) 279-290
    • (1973) Annals of Statistics , vol.1 , pp. 279-290
    • Durbin, J.1
  • 19
    • 33845763322 scopus 로고    scopus 로고
    • Consistent diagnostic test for regression models using projections
    • Escanciano J.C. Consistent diagnostic test for regression models using projections. Econometric Theory 22 (2006) 1030-1051
    • (2006) Econometric Theory , vol.22 , pp. 1030-1051
    • Escanciano, J.C.1
  • 20
    • 0030353969 scopus 로고    scopus 로고
    • Consistent model specification tests: Omitted variables, parametric and semiparametric functional forms
    • Fan Y., and Li Q. Consistent model specification tests: Omitted variables, parametric and semiparametric functional forms. Econometrica 64 (1996) 865-890
    • (1996) Econometrica , vol.64 , pp. 865-890
    • Fan, Y.1    Li, Q.2
  • 21
    • 0034363394 scopus 로고    scopus 로고
    • Consistent model specification tests: Kernel based tests vs. Bierens' ICM tests
    • Fan Y., and Li Q. Consistent model specification tests: Kernel based tests vs. Bierens' ICM tests. Econometric Theory 16 (2000) 1016-1041
    • (2000) Econometric Theory , vol.16 , pp. 1016-1041
    • Fan, Y.1    Li, Q.2
  • 22
    • 0036026154 scopus 로고    scopus 로고
    • Optimal minimax rates for nonparametric specification testing in regression models
    • Guerre E., and Lavergne P. Optimal minimax rates for nonparametric specification testing in regression models. Econometric Theory 18 (2002) 1139-1171
    • (2002) Econometric Theory , vol.18 , pp. 1139-1171
    • Guerre, E.1    Lavergne, P.2
  • 23
    • 21344496537 scopus 로고
    • Comparing nonparametric versus parametric regression fits
    • Härdle W., and Mammen E. Comparing nonparametric versus parametric regression fits. Annals of Statistics 21 (1993) 1926-1947
    • (1993) Annals of Statistics , vol.21 , pp. 1926-1947
    • Härdle, W.1    Mammen, E.2
  • 24
    • 0036374633 scopus 로고    scopus 로고
    • Semiparametric binary choice panel data models without strictly exogenous regressors
    • Honoré B., and Lewbel A. Semiparametric binary choice panel data models without strictly exogenous regressors. Econometrica 70 (2002) 2053-2063
    • (2002) Econometrica , vol.70 , pp. 2053-2063
    • Honoré, B.1    Lewbel, A.2
  • 25
    • 33645019917 scopus 로고    scopus 로고
    • Testing a parametric model against a nonparametric alternative with identification through instrumental variables
    • Horowitz J. Testing a parametric model against a nonparametric alternative with identification through instrumental variables. Econometrica 74 (2006) 521-538
    • (2006) Econometrica , vol.74 , pp. 521-538
    • Horowitz, J.1
  • 26
    • 0034991055 scopus 로고    scopus 로고
    • An adaptive, rate optimal test of a parametric mean-regression model against a nonparametric alternative
    • Horowitz J., and Spokoiny V. An adaptive, rate optimal test of a parametric mean-regression model against a nonparametric alternative. Econometrica 69 (2001) 599-631
    • (2001) Econometrica , vol.69 , pp. 599-631
    • Horowitz, J.1    Spokoiny, V.2
  • 28
    • 21144467101 scopus 로고
    • Goodness of fit problem and scanning innovation martingales
    • Khmaladze E.V. Goodness of fit problem and scanning innovation martingales. Annals of Statistics 21 (1993) 798-829
    • (1993) Annals of Statistics , vol.21 , pp. 798-829
    • Khmaladze, E.V.1
  • 29
    • 23944511873 scopus 로고    scopus 로고
    • Martingale transforms goodness-of-fit tests in regression models
    • Khmaladze E.V., and Koul H. Martingale transforms goodness-of-fit tests in regression models. Annals of Statistics 32 (2004) 995-1034
    • (2004) Annals of Statistics , vol.32 , pp. 995-1034
    • Khmaladze, E.V.1    Koul, H.2
  • 30
    • 8344227695 scopus 로고    scopus 로고
    • Empirical likelihood-based inference in conditional moment restriction models
    • Kitamura Y., Tripathi G., and Ahn H. Empirical likelihood-based inference in conditional moment restriction models. Econometrica 72 (2004) 1667-1714
    • (2004) Econometrica , vol.72 , pp. 1667-1714
    • Kitamura, Y.1    Tripathi, G.2    Ahn, H.3
  • 31
    • 0036071942 scopus 로고    scopus 로고
    • Inference on the quantile regression process
    • Koenker R., and Xiao Z. Inference on the quantile regression process. Econometrica 70 (2002) 1583-1612
    • (2002) Econometrica , vol.70 , pp. 1583-1612
    • Koenker, R.1    Xiao, Z.2
  • 32
    • 0033243865 scopus 로고    scopus 로고
    • Nonparametric model checks for time series
    • Koul H., and Stute W. Nonparametric model checks for time series. Annals of Statistics 27 (1999) 204-236
    • (1999) Annals of Statistics , vol.27 , pp. 204-236
    • Koul, H.1    Stute, W.2
  • 33
    • 0346724417 scopus 로고    scopus 로고
    • Consistent specification tests for semiparametric/nonparametric models based on series estimation methods
    • Li Q., Hsiao C., and Zinn J. Consistent specification tests for semiparametric/nonparametric models based on series estimation methods. Journal of Econometrics 112 (2003) 295-325
    • (2003) Journal of Econometrics , vol.112 , pp. 295-325
    • Li, Q.1    Hsiao, C.2    Zinn, J.3
  • 34
    • 0016928511 scopus 로고
    • Asymptotic power properties of the Cramér-von Mises test under contiguous alternatives
    • Neuhaus G. Asymptotic power properties of the Cramér-von Mises test under contiguous alternatives. Journal of Multivariate Analysis 6 (1976) 95-110
    • (1976) Journal of Multivariate Analysis , vol.6 , pp. 95-110
    • Neuhaus, G.1
  • 35
    • 0000105198 scopus 로고    scopus 로고
    • Convergence rates and asymptotic normality for series estimators
    • Newey W.K. Convergence rates and asymptotic normality for series estimators. Journal of Econometrics 79 (1997) 147-168
    • (1997) Journal of Econometrics , vol.79 , pp. 147-168
    • Newey, W.K.1
  • 36
    • 0142007871 scopus 로고    scopus 로고
    • Instrumental variable estimation of nonparametric models
    • Newey W.K., and Powell J.L. Instrumental variable estimation of nonparametric models. Econometrica 71 (2003) 1565-1578
    • (2003) Econometrica , vol.71 , pp. 1565-1578
    • Newey, W.K.1    Powell, J.L.2
  • 37
    • 70349829747 scopus 로고    scopus 로고
    • Non-orthogonal Hilbert projections in trend regression
    • Phillips P.C.B., and Sun Y. Non-orthogonal Hilbert projections in trend regression. Econometric Theory 18 (2002) 1011-1015
    • (2002) Econometric Theory , vol.18 , pp. 1011-1015
    • Phillips, P.C.B.1    Sun, Y.2
  • 38
    • 0001099098 scopus 로고
    • Semiparametric estimation of index coefficients
    • Powell J., Stock J.H., and Stoker T.M. Semiparametric estimation of index coefficients. Econometrica 57 (1989) 1403-1430
    • (1989) Econometrica , vol.57 , pp. 1403-1430
    • Powell, J.1    Stock, J.H.2    Stoker, T.M.3
  • 39
    • 0000218602 scopus 로고
    • Root-N-consistent semiparametric regression
    • Robinson P. Root-N-consistent semiparametric regression. Econometrica 56 (1988) 931-954
    • (1988) Econometrica , vol.56 , pp. 931-954
    • Robinson, P.1
  • 41
    • 0344771365 scopus 로고
    • Note on the estimation of a bivariate distribution function
    • Simpson P.B. Note on the estimation of a bivariate distribution function. Annals of Mathematical Statistics 22 (1951) 476-478
    • (1951) Annals of Mathematical Statistics , vol.22 , pp. 476-478
    • Simpson, P.B.1
  • 42
    • 53349108019 scopus 로고    scopus 로고
    • Uniform convergence of series estimators over function spaces
    • Song K. Uniform convergence of series estimators over function spaces. Econometric Theory 24 (2008) 1463-1499
    • (2008) Econometric Theory , vol.24 , pp. 1463-1499
    • Song, K.1
  • 43
    • 70349817202 scopus 로고    scopus 로고
    • Testing conditional independence via Rosenblatt transforms
    • forthcoming
    • Song, K., 2009. Testing conditional independence via Rosenblatt transforms. Annals of Statistics (forthcoming)
    • (2009) Annals of Statistics
    • Song, K.1
  • 44
    • 0032343771 scopus 로고    scopus 로고
    • Consistent specification testing when the nuisance parameters present only under the alternative
    • Stinchcombe M.B., and White H. Consistent specification testing when the nuisance parameters present only under the alternative. Econometric Theory 14 (1998) 295-325
    • (1998) Econometric Theory , vol.14 , pp. 295-325
    • Stinchcombe, M.B.1    White, H.2
  • 45
    • 0031520116 scopus 로고    scopus 로고
    • Nonparametric model checks for regression
    • Stute W. Nonparametric model checks for regression. Annals of Statistics 25 (1997) 613-641
    • (1997) Annals of Statistics , vol.25 , pp. 613-641
    • Stute, W.1
  • 46
    • 0032271144 scopus 로고    scopus 로고
    • Model checks for regression: An innovation process approach
    • Stute W., Thies S., and Zhu L. Model checks for regression: An innovation process approach. Annals of Statistics 26 (1998) 1916-1934
    • (1998) Annals of Statistics , vol.26 , pp. 1916-1934
    • Stute, W.1    Thies, S.2    Zhu, L.3
  • 47
    • 23744440060 scopus 로고    scopus 로고
    • Nonparametric checks for single-index models
    • Stute W., and Zhu L. Nonparametric checks for single-index models. Annals of Statistics 33 (2005) 1048-1083
    • (2005) Annals of Statistics , vol.33 , pp. 1048-1083
    • Stute, W.1    Zhu, L.2
  • 48
    • 1442283727 scopus 로고    scopus 로고
    • Testing conditional moment restrictions
    • Tripathi G., and Kitamura Y. Testing conditional moment restrictions. Annals of Statistics 31 (2003) 2059-2095
    • (2003) Annals of Statistics , vol.31 , pp. 2059-2095
    • Tripathi, G.1    Kitamura, Y.2
  • 50
    • 0041457793 scopus 로고    scopus 로고
    • Consistent bootstrap tests of parametric regression functions
    • Whang Y. Consistent bootstrap tests of parametric regression functions. Journal of Econometrics 98 (2000) 27-46
    • (2000) Journal of Econometrics , vol.98 , pp. 27-46
    • Whang, Y.1


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