Testing local average treatment effect assumptions

Review of Economics and Statistics

Volumn 99, Issue 2, 2017, Pages 305-313

  Mourifié, Ismael ^a   Wan, Yuanyuan ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85018774284     PISSN: 00346535     EISSN: 15309142     Source Type: Journal    
DOI: 10.1162/REST_a_00622     Document Type: Article

References (23)

1. Abadie, A., "Semiparametric Instrumental Variable Estimation of Treatment Response Models," Journal of Econometrics 113 (2003), 231-263
2. Andrews, D. W. K., and X. Shi, "Inference Based on Conditional Moment Inequalities," Econometrica 81 (2013), 609-666
3. Angrist, J. D., "The Draft Lottery and Voluntary Enlistment in the Vietnam Era," Journal of the American Statistical Association 86 (1991), 584-595
4. Angrist, J. D., and W. N. Evans, "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," American Economic Review 88 (1998), 450-477
5. Balke, A., and J. Pearl, "Bounds on Treatment Effects from Studies with Imperfect Compliance," Journal of the American Statistical Association 92 (1997), 1171-1176
6. Bhattacharya, J., A. M. Shaikh, and E. Vytlacil, "Treatment Effect Bounds: An Application to Swan-Ganz Catheterization," Journal of Econometrics 168 (2012), 223-243
7. Card, D., "Using Geographical Variation in College Proximity to Estimate the Returns to Schooling," NBER working paper 4483 (1993)
8. Chaisemartin, C. D., "Defying the LATE? Identification of Local Treatment Effects When the InstrumentViolates Monotonicity,"Warwick University Department of Economics working paper (2013)
9. Chernozhukov, V., W. Kim, S. Lee, and A. M. Rosen, "Implementing Intersection Bands in Stata," Stata Journal 15 (2015), 21-44
10. Chernozhukov, V., S. Lee, and A. M. Rosen, "Intersection Bounds: Estimation and Inference," Econometrica 81 (2013), 667-737
11. Chesher, A., A. M. Rosen, and K. Smolinski, "An Instrumental Variable Model of Multiple Discrete Choice," Quantitative Economics 4 (2013), 157-196
12. Dawid, A. P., "Causal Inference without Counterfactuals," Journal of the American Statistical Association 95 (2000), 407-424
13. Fan, J., and I. Gijbels, Local Polynomial Modelling and Its Applications (Boca Raton, FL: CRC Press, 1996)
14. Galichon, A., and M. Henry, "Inference in Incomplete Models," working paper. https://ssrn.com/abstract=886907 (2006)
15. Galichon, A., and M. Henry, "Set Identification in Models with Multiple Equlibria," this review 78 (2011), 1264-1298
16. Heckman, J. J., and E. Vytlacil, "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica 73 (2005), 669-738
17. Holm, S., "A Simple Sequentially Rejective Multiple Test Procedure," Scandinavian Journal of Statistics 6 (1979), 65-70
18. Huber, M., and G. Mellace, "Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints," University of St. Gallen, Department of Economics discussion paper (2013)
19. Imbens, G. W., and J. D. Angrist, "Identification and Estimation of Local Average Treatment Effects," Econometrica 62 (1994), 467-475
20. Kitagawa, T., "A Bootstrap Test for Instrument Validity in the Heterogeneous Treatment Effect Model," Brown University Department of Economics working paper (2008)
21. Kitagawa, T., "A Test for Instrument Validity," Econometrica 83 (2015), 2043-2063
22. Machado, C., A. Shaikh, and E. Vytlacil, "Instrumental Variables and the Sign of the Average Treatment Effect," discussion paper (2013)
23. Rubin, D. B., "Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies," Journal of Educational Psychology 66 (1974), 688