Abadie, A., (2002), Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models,Journal of the American Statistical Association, Vol 97, 284-292.
Abadie, A., J. Angrist, and G. Imbens, (2002), Instrumental Variables Estimation of Quantile Treatment Effects, Econometrica. Vol. 70, No. 1, 91-117.
- Ashenfelter and D. Card eds. Handbook of Labor Economics, vol. 3. New York: Elsevier Science. Bentkus, V., (2005), A Lyapunov-type Bound in Rd ,Theory of Probability and Applications, Vol 49(2), 311-322.
Paper not yet in RePEc: Add citation now
Bierens, H., (1982), Consistent Model Specification Tests,Journal of Econometrics, Vol 20, 105-134.
Bierens, H., (1990), A Consistent Conditional Moment Test of Functional Form,Econometrica, Vol 58, 1443-1458.
Bitler, M., J. Gelbach, and H. Hoynes (2002) What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments, unpublished paper, Department of Economics, University of Maryland.
Blundell, R. and M. Costa-Dias (2002), Alternative Approaches to Evaluation in Empirical Microeconomics, Institute for Fiscal Studies, Cemmap working paper cwp10/02.
- Chen, X., (2005), Large Sample Sieve Estimation of Semi-Nonparametric Models,forthcoming, H andbook of Econometrics, Vol VI, Heckman and Leamer (eds), North-Holland Publishers, Amsterdam.
Paper not yet in RePEc: Add citation now
Chen, X., Hong, H., and Tarozzi, A., (2004), Semiparametric Efficiency in GMM Models of Nonclassical Measurement Error, Missing Data and Treatment Effects.Working Paper.
Chernozhukov, V., and C. Hansen., (2005), An IV Model of Quantile Treatment Effects,Econometrica, Vol. 73, No 1., 245-261.
Crump, R., V. J. Hotz, V. J., G. Imbens, and O. Mitnik, (2006), Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand, unpublished manuscript, Department of Economics, UC Berkeley.
De Jong, R., and H. Bierens, (1994), On the Limit of a Chi-Square Type Test if the Number of Conditional Moments Tested Approaches Infinity,Econometric Theory, Vol 9, 70-90.
- Doksum, K., (1974), Empirical Probability Plots and Statistical Inference for Nonlinear Models in the Two-Sample Case,The Annals of Statistics, Vol 2, 267-277.
Paper not yet in RePEc: Add citation now
- Eubank, R., and C. Spiegelman, (1990), Testing the Goodness of Fit of a Linear Model Via Nonparametric Regression Techniques,Journal of the American Statistical Association, Vol 85, 387-392.
Paper not yet in RePEc: Add citation now
Firpo, S., (2004), Efficient Semiparametric Estimation of Quantile Treatment EffectsWorking Paper.
- Gueron, J., and E. Pauly, (1991), From Welfare to Work, Russell Sage Foundation, New York.
Paper not yet in RePEc: Add citation now
Hahn, J., (1998), On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects,Econometrica 66 (2), 315-331.
Hardle, W., and J. Marron, (1990), Semiparametric Comparison of Regression Curves,The Annals of Statistics, Vol 18(1), 63-89.
- Heckman, J., and R. Robb, (1984), Alternative Methods for Evaluating the Impact of Interventions, in Heckman and Singer (eds.), Longitudinal Analysis of Labor Market Data, Cambridge, Cambridge University Press.
Paper not yet in RePEc: Add citation now
- Heckman, J., and V. J. Hotz, (1989), Alternative Methods for Evaluating the Impact of Training Programs, (with discussion), Journal of the American Statistical Association., 84(804): 862-874.
Paper not yet in RePEc: Add citation now
Heckman, J., H. Ichimura, and P. Todd, (1998), Matching as an Econometric Evaluation Estimator, Review of Economic Studies 65, 261294.
- Heckman, J., R. Lalonde, and J. Smith (2000), The Economics and Econometrics of Active Labor Markets Programs, in A. Ashenfelter and D. Card eds. Handbook of Labor Economics, vol. 3. New York: Elsevier Science.
Paper not yet in RePEc: Add citation now
Hirano, K., G. Imbens, and G. Ridder, (2003), Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score,Econometrica, 71(4): 1161-1189.
Hong, Y., and H. White, (1995), Consistent Specification Testing Via Nonparametric Series Regression, Econometrica, Vol 63(5), 1133-1159.
Horowitz, J., and V. Spokoiny, (2001), An Adaptive, Rate-Optimal Test of a Parametric MeanRegression Model Against a Nonparametric Alternative, Econometrica, 69(3): 599-631.
Hotz, V.J., G. Imbens and J. Klerman, (2006), Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program, forthcoming in Journal of Labor Economics.
Hotz, V.J., G. Imbens and J. Mortimer, (2005), Predicting the Efficacy of Future Training Programs Using Past Experiences at Other Locations, Journal of Econometrics, Vol. 125, 241270.
Imbens, G., (2004), Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review, Review of Economics and Statistics, 86(1): 1-29.
Imbens, G., W. Newey and G. Ridder, (2006), Mean-squared-error Calculations for Average Treatment Effects, unpublished manuscript, Department of Economics, UC Berkeley.
Lechner, M, (2002), Some Practical Issues in the Evaluation of Heterogeneous Labour Market Programmes by Matching Methods, Journal of the Royal Statistical Society, Series A, 165: 659 82.
Lee, M.-J., (2005), Micro-Econometrics for Policy, Program, and Treatment Effects Oxford University Press, Oxford.
- Lehmann, E., (1974), Nonparametrics: Statistical Methods Based on Ranks Francisco, CA: HoldenDay.
Paper not yet in RePEc: Add citation now
- Li, C.-K., and R. Mathias, (2002), Interlacing Inequalities for Totally Nonnegative Matrices,Linear Algebra and its Applications, Vol 341, 35-44.
Paper not yet in RePEc: Add citation now
- Neumeyer, N., and H. Dette, (2003), Nonparametric Comparison of Regression Curves: An Empirical Process Approach,The Annals of Statistics, Vol 31, 880-920.
Paper not yet in RePEc: Add citation now
- Pinkse, J., and P. Robinson, (1995), Pooling Nonparametric Estimates of Regression Functions with a Similar Shape, in Statistical Methods of Econometrics and Quantitative Economics: A Volume in Honour of C.R. Rao, G.S. Maddala, P.C.B. Phillips and T.N. Srinivisan, eds., 172-197.
Paper not yet in RePEc: Add citation now
- Riccio, J., D. Friedlander and S. Freedman, (1994) GAIN: Benefits, costs, and three-year impacts of a welfare-to-work program. Manpower Demonstration Research Corporation, New York.
Paper not yet in RePEc: Add citation now
- Rosenbaum, P., (1997), The role of a second control group in an observational study, Statistical Science, (with discussion), Vol 2., No. 3, 292316.
Paper not yet in RePEc: Add citation now
- Rosenbaum, P., (2001), Observational Studies, second edition, Springer Verlag, New York.
Paper not yet in RePEc: Add citation now
- Rosenbaum, P., and D. Rubin, (1983), The Central Role of the Propensity Score in Observational Studies for Causal Effects, Biometrika, 70: 41-55.
Paper not yet in RePEc: Add citation now
- Rubin, D. (1974), Estimating Causal Effects of Treatments in Randomized and Non-randomized Studies, Journal of Educational Psychology, 66: 688-701.
Paper not yet in RePEc: Add citation now
- Wooldridge, J., (2002), Econometric Analysis of Cross Section and Panel Data, MIT Press, Cambridge, MA.
Paper not yet in RePEc: Add citation now