A non-parametric test of exogeneity

Review of Economic Studies

Volumn 74, Issue 4, 2007, Pages 1035-1058

  Blundell, Richard ^a   Horowitz, Joel L ^b  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b NORTHWESTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COVARIANCE ANALYSIS; ESTIMATION METHOD; HYPOTHESIS TESTING; MONTE CARLO ANALYSIS; PROBABILITY;

EID: 34548542278     PISSN: 00346527     EISSN: 1467937X     Source Type: Journal    
DOI: 10.1111/j.1467-937X.2007.00458.x     Document Type: Article

References (33)

1. AÏT-SAHALIA, Y., BICKEL, P. J. and STOKER, T. M. (2001), "Goodness of Fit Tests for Kernel Regression with Application to Option Implied Volatilities", Journal of Econometrics, 105, 363-412.
2. BANKS, J., BLUNDELL, R. W. and LEWBEL, A. (1997), "Quadratic Engel Curves, Indirect Tax Reform and Welfare Measurement", Review of Economics and Statistics, 79, 527-539.
3. BHATIA, R., DAVIS, C. and MCINTOSH, A. (1983), "Perturbation of Spectral Subspaces and Solution of Linear Operator Equations", Linear Algebra and its Applications, 52/53, 45-67.
4. BIERENS, H. J. (1990), "A Consistent Conditional Moment Test of Functional Form", Econometrica, 58, 1443-1458.
5. BIERENS, H. J. and PLOBERGER, W. (1997), "Asymptotic Theory of Integrated Conditional Moment Tests", Econometrica, 65, 1129-1151.
6. BLUNDELL, R., BROWNING, M. and CRAWFORD, I. A. (2003), "Nonparametric Engel Curves and Revealed Preference", Econometrica, 71, 205-240.
7. BLUNDELL, R., CHEN, X. and KRISTENSEN, D. (2007), "Semi-Nonparametric IV Estimation of Shape Invariant Engle Curves" Econometrica (forthcoming).
8. BLUNDELL, R., DUNCAN, A. and PENDAKUR, K. (1998), "Semiparametric Estimation and Consumer Demand", Journal of Applied Econometrics, 13, 435-461.
9. BLUNDELL, R., PASHARDES, P. and WEBER, G. (1993), "What Do We Learn About Consumer Demand Patterns from Micro Data?", American Economic Review, 83, 570-597.
10. BLUNDELL, R. and POWELL, J. (2003), "Endogeneity in Nonparametric and Semiparametric Regression Models"', in M. Dewatripont, L. Hansen and S.J. Turnsovsky (eds.) Advances in Economics and Econometrics, Ch. 8 (Cambridge, UK: Cambridge University Press) ESM 36, 312-357.
11. CARRASCO, M., FLORENS, J.-P. and RENAULT, E. (2005), "Linear Inverse Problems in Structural Econometrics: Estimation Based on Spectral Decomposition and Regularization", in E.E. Leamer and J.J. Heckman (eds.) Handbook of Econometrics, Vol. 6 (Amsterdam: North-Holland).
12. DAROLLES, S., FLORENS, J.-P. and RENAULT, E. (2006), "Nonparametric Instrumental Regression" (Working Paper, GREMAQ, University of Social Science, Toulouse).
13. DEATON, A. (1998) The Analysis of Household Surveys: A Microeconometric Approach to Development Policy (Baltimore: Johns Hopkins University Press).
14. FAN, Y. and LI, Q. (1996), "Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms", Econometrica, 64, 865-890.
15. GASSER, T. and MÜLLER, H. G. (1979), "Kernel Estimation of Regression Functions", in T. Gasser and M. Rosenblatt (eds.) Smoothing Techniques for Curve Estimation. Lecture Notes in Mathematics, Vol. 757 (New York: Springer) 23-68.
16. GASSER, T., MÜLLER, H. G. and MAMMITZSCH, V. (1985), "Kernels and Nonparametric Curve Estimation", Journal of the Royal Statistical Society Series B, 47, 238-252.
17. GOZALO, P. L. (1993), "A Consistent Model Specification Test for Nonparametric Estimation of Regression Function Models", Econometric Theory, 9, 451-477.
18. GUERRE, E. and LAVERGNE, P. (2002), "Optimal Minimax Rates for Nonparametric Specification Testing in Regression Models", Econometric Theory, 18, 1139-1171.
19. HALL, P. and HOROWITZ, J. L. (2005), "Nonparametric Methods for Inference in the Presence of Instrumental Variables", Annals of Statistics, 33, 2904-2929.
20. HALL, P. and HOROWITZ, J. L. (2006), "Methodology and Convergence Rates for Functional Linear Regression", Annals of Statistics (forthcoming).
21. HAUSMAN, J. A. (1978), "Specification Tests in Econometrics", Econometrica, 46, 1251-1271.
22. HOROWITZ, J. L. (2006), "Testing a Parametric Model Against a Nonparametric Alternative with Identification through Instrumental Variables", Econometrica, 74, 521-528.
23. HOROWITZ, J. L. and SPOKOINY, V. G. (2001), "An Adaptive, Rate-Optimal Test of a Parametric Mean Regression Model against a Nonparametric Alternative", Econometrica, 69, 599-631.
24. HOROWITZ, J. L. and SPOKOINY, V. G. (2002), "An Adaptive, Rate-Optimal Test of Linearity for Median Regression Models", Journal of the American Statistical Association, 97, 822-835.
25. KRESS, R. (1999) Linear Integral Equations, 2nd edn (New York: Springer).
26. LAVERGNE, P. and VUONG, Q. (2000), "Nonparametric Significance Testing", Econometric Theory, 16, 576-601.
27. MEULLBAUER, J. (1976), "Community Preferences and the Representative Consumer", Econometrica, 44, 525-543.
28. NEWEY, W. K. and POWELL, J. L. (2003), "Instrumental Variable Estimation of Nonparametric Models", Econometrica, 71, 1565-1578.
29. NEWEY, W. K., POWELL, J. L. and VELLA, F. (1999), "Nonparametric Estimation of Triangular Simultaneous Equations Models", Econometrica, 67, 565-603.
30. O'SULLIVAN, F. (1986), "A Statistical Perspective on Ill-Posed Problems", Statistical Science, 1, 502-527.
31. PAKES, A. and POLLARD, D. (1989), "Simulation and the Asymptotics of Optimization Estimators", Econometrica, 57, 1027-1057.
32. SERFLING, R. J. (1980) Approximation Theorems of Mathematical Statistics (New York: Wiley).
33. SMITH, R. J. (1994), "Asymptotically Optimal Tests using Limited Information and Testing for Exogeneity", Econometric Theory, 10, 53-69.