- Abadie, A. ; Cattaneo, M.D. Econometric methods for program evaluation. 2018 Annu. Rev. Econ.. 10 465-503
Paper not yet in RePEc: Add citation now
Abbott, B. ; Gallipoli, G. ; Meghir, C. ; Violante, G.L. Education policy and intergenerational transfers in equilibrium. 2019 J. Polit. Econ.. 127 2569-2624
Ai, C. ; Chen, X. Efficient estimation of models with conditional moment restrictions containing unknown functions. 2003 Econometrica. 71 1795-1843
- Ai, C., Linton, O., Zhang, Z., 2020. Supplemental material for ‘Estimation and inference for the counterfactual distribution and quantile functions in continuous treatment models’, Discussion paper.
Paper not yet in RePEc: Add citation now
Alejo, J. ; Galvao, A.F. ; Montes-Rojas, G. Quantile continuous treatment effects. 2018 Econom. Stat.. 8 13-36
Anderson, G. Nonparametric tests of stochastic dominance in income distributions. 1996 Econometrica. 64 1183-1193
Andrews, D.W.K. Asymptotic normality of series estimators for nonparametric and semiparametric regression models. 1991 Econometrica. 59 307-345
Barrett, G.F. ; Donald, S.G. Consistent tests for stochastic dominance. 2003 Econometrica. 71 71-104
Belloni, A. ; Chernozhukov, V. ; Fernández-Val, I. ; Hansen, C. Program evaluation and causal inference with high-dimensional data. 2017 Econometrica. 85 233-298
Berry, S. ; Levinsohn, J. ; Pakes, A. Automobile prices in market equilibrium. 1995 Econometrica. 63 841-890
Blundell, R. ; Costa Dias, M. ; Meghir, C. ; Shaw, J. Female labor supply, human capital, and welfare reform. 2016 Econometrica. 84 1705-1753
Burdett, K. ; Mortensen, D.T. Wage differentials, employer size, and unemployment. 1998 Internat. Econom. Rev.. 39 257-273
Cattaneo, M.D. Efficient semiparametric estimation of multi-valued treatment effects under ignorability. 2010 J. Econometrics. 155 138-154
Chan, K.C.G. ; Yam, S.C.P. ; Zhang, Z. Globally efficient non-parametric inference of average treatment effects by empirical balancing calibration weighting. 2016 J. R. Stat. Soc. Ser. B Stat. Methodol.. 78 673-700
Chen, X. Large sample sieve estimation of semi-nonparametric models. 2007 Handb. Econom.. 6 5549-5632
- Chen, X. ; Hong, H. ; Tarozzi, A. Semiparametric efficiency in GMM models with auxiliary data. 2008 Ann. Statist.. 36 808-843
Paper not yet in RePEc: Add citation now
Chernozhukov, V. ; Fernández-Val, I. ; Melly, B. Inference on counterfactual distributions. 2013 Econometrica. 81 2205-2268
Chiappori, P.-A. ; Dias, M.C. ; Meghir, C. The marriage market, labor supply, and education choice. 2018 J. Polit. Econ.. 126 S26-S72
Coppejans, M. ; Gallant, A.R. Cross-validated SNP density estimates. 2002 J. Econometrics. 110 27-65
Davidson, R. ; Duclos, J.-Y. Statistical inference for stochastic dominance and for the measurement of poverty and inequality. 2000 Econometrica. 68 1435-1464
Donald, S.G. ; Hsu, Y.-C. Estimation and inference for distribution functions and quantile functions in treatment effect models. 2014 J. Econometrics. 178 383-397
Elbadawi, I. ; Gallant, A.R. ; Souza, G. An elasticity can be estimated consistently without a priori knowledge of functional form. 1983 Econometrica. 51 1731-1751
Firpo, S. Efficient semiparametric estimation of quantile treatment effects. 2007 Econometrica. 75 259-276
Firpo, S. ; Fortin, N.M. ; Lemieux, T. Unconditional quantile regressions. 2009 Econometrica. 77 953-973
Florens, J.P. ; Heckman, J.J. ; Meghir, C. ; Vytlacil, E. Identification of treatment effects using control functions in models with continuous, endogenous treatment and heterogeneous effects. 2008 Econometrica. 76 1191-1206
Gallant, A.R. ; Hansen, L.P. ; Tauchen, G. Using conditional moments of asset payoffs to infer the volatility of intertemporal marginal rates of substitution. 1990 J. Econometrics. 45 141-179
Gallant, A.R. ; Nychka, D.W. Semi-nonparametric maximum likelihood estimation. 1987 Econometrica. 55 363-390
Gallant, A.R. ; Tauchen, G. Seminonparametric estimation of conditionally constrained heterogeneous processes: Asset pricing applications. 1989 Econometrica. 57 1091-1120
Gallant, A.R. ; Tauchen, G. Which moments to match?. 1996 Econometric Theory. 12 657-681
Galvao, A.F. ; Wang, L. Uniformly semiparametric efficient estimation of treatment effects with a continuous treatment. 2015 J. Amer. Statist. Assoc.. 110 1528-1542
Goldberg, P.K. Product differentiation and oligopoly in international markets: The case of the US automobile industry. 1995 Econometrica. 63 891-951
Hahn, J. On the role of the propensity score in efficient semiparametric estimation of average treatment effects. 1998 Econometrica. 66 315-331
- Härdle, W. ; Hall, P. ; Marron, J.S. How far are automatically chosen regression smoothing parameters from their optimum?. 1988 J. Amer. Statist. Assoc.. 83 86-95
Paper not yet in RePEc: Add citation now
Heckman, J.J. ; Ichimura, H. ; Todd, P. Matching as an econometric evaluation estimator. 1998 Rev. Econom. Stud.. 65 261-294
Heckman, J.J. ; Lochner, L. ; Taber, C. Explaining rising wage inequality: Explorations with a dynamic general equilibrium model of labor earnings with heterogeneous agents. 1998 Rev. Econ. Dyn.. 1 1-58
Heckman, J.J. ; Vytlacil, E. Structural equations, treatment effects, and econometric policy evaluation. 2005 Econometrica. 73 669-738
- Hirano, K. ; Imbens, G.W. The propensity score with continuous treatments. 2004 En : Gelman, A. ; Meng, X.-L. Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives. John Wiley & Sons Ltd.:
Paper not yet in RePEc: Add citation now
Hirano, K. ; Imbens, G.W. ; Ridder, G. Efficient estimation of average treatment effects using the estimated propensity score. 2003 Econometrica. 71 1161-1189
Imai, K. ; Ratkovic, M. Covariate balancing propensity score. 2014 J. R. Stat. Soc. Ser. B Stat. Methodol.. 76 243-263
Imai, K. ; van Dyk, D.A. Causal inference with general treatment regimes: Generalizing the propensity score. 2004 J. Amer. Statist. Assoc.. 99 854-866
Imbens, G. ; Spady, R. ; Johnson, P. Information theoretic approaches to inference in moment condition models. 1998 Econometrica. 66 333-357
- Imbens, G.W. The role of the propensity score in estimating dose-response functions. 2000 Biometrika. 87 706-710
Paper not yet in RePEc: Add citation now
Imbens, G.W. ; Rubin, D.B. ; Sacerdote, B.I. Estimating the effect of unearned income on labor earnings, savings, and consumption: evidence from a survey of lottery players. 2001 Amer. Econ. Rev.. 91 778-794
- Kang, J. ; Schafer, J. Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. 2007 Statist. Sci.. 22 523-539
Paper not yet in RePEc: Add citation now
Keane, M.P. ; Wolpin, K.I. The career decisions of young men. 1997 J. Polit. Econ.. 105 473-522
Kennedy, E.H. ; Ma, Z. ; McHugh, M.D. ; Small, D.S. Non-parametric methods for doubly robust estimation of continuous treatment effects. 2017 J. R. Stat. Soc. Ser. B Stat. Methodol.. 79 1229-1245
Kitamura, Y. ; Stutzer, M. An information-theoretic alternative to generalized method of moments estimation. 1997 Econometrica. 65 861-874
Koenker, R. ; Bassett, G. Regression quantiles. 1978 Econometrica. 33-50
Lee, D. ; Wolpin, K.I. Intersectoral labor mobility and the growth of the service sector. 2006 Econometrica. 74 1-46
Li, Q. ; Hsiao, C. ; Zinn, J. Consistent specification tests for semiparametric/nonparametric models based on series estimation methods. 2003 J. Econometrics. 112 295-325
- Li, Q. ; Racine, J.S. Nonparametric Econometrics: Theory and Practice. 2007 Princeton University Press:
Paper not yet in RePEc: Add citation now
Linton, O. ; Maasoumi, E. ; Whang, Y.-J. Consistent testing for stochastic dominance under general sampling schemes. 2005 Rev. Econom. Stud.. 72 735-765
Linton, O. ; Song, K. ; Whang, Y.-J. An improved bootstrap test of stochastic dominance. 2010 J. Econometrics. 154 186-202
Low, H. ; Meghir, C. The use of structural models in econometrics. 2017 J. Econ. Perspect.. 31 33-58
Low, H. ; Meghir, C. ; Pistaferri, L. Wage risk and employment risk over the life cycle. 2010 Amer. Econ. Rev.. 100 1432-1467
Low, H. ; Pistaferri, L. Disability insurance and the dynamics of the incentive insurance trade-off. 2015 Amer. Econ. Rev.. 105 2986-3029
- McFadden, D. Testing for stochastic dominance. 1989 En : Studies in the Economics of Uncertainty. Springer:
Paper not yet in RePEc: Add citation now
Newey, W.K. Convergence rates and asymptotic normality for series estimators. 1997 J. Econometrics. 79 147-168
- Praestgaard, J. ; Wellner, J.A. Exchangeably weighted bootstraps of the general empirical process. 1993 Ann. Probab.. 21 2053-2086
Paper not yet in RePEc: Add citation now
- Rosenbaum, P.R. ; Rubin, D.B. The central role of the propensity score in observational studies for causal effects. 1983 Biometrika. 70 41-55
Paper not yet in RePEc: Add citation now
Smith, J.A. ; Todd, P.E. Does matching overcome LaLonde’s critique of nonexperimental estimators?. 2005 J. Econometrics. 125 305-353
Tseng, P. ; Bertsekas, D.P. Relaxation methods for problems with strictly convex costs and linear constraints. 1991 Math. Oper. Res.. 16 462-481
- van der Vaart, A.W. Asymptotic Statistics. 1998 Cambridge University Press:
Paper not yet in RePEc: Add citation now
- Van Der Vaart, A.W. ; Wellner, J.A. Weak Convergence and Empirical Processes with Applications to Statistics. 1996 Springer:
Paper not yet in RePEc: Add citation now
Zheng, J.X. A consistent test of functional form via nonparametric estimation techniques. 1996 J. Econometrics. 75 263-289