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References for Randomized control trials in an imperfect world
Further reading
- Balke, A., Pearl, J.Nonparametric Bounds on Causal Effects from Partial Compliance DataTechnical Report R–242, 1995.
- Chernozhukov, V., Kim, W., Lee, S., Rosen, A.Implementing Intersection Bounds in StataWorking Paper No.CWP38/13, 2013.
- Manski, C. F. "Non-parametric bounds on treatment effects"American Economic Review (Papers and Proceedings)80 (1990): 319–323.
- Morgan, S. L., Winship, C.Counterfactuals and Causal Inference: Methods and Principles for Social Research. Cambridge: Cambridge University Press, 2007.
- Rubin, D. "Estimating causal effects of treatments in randomized and nonrandomized studies"Journal of Educational Psychology66 (1974): 688–701.
Key references
- Fisher, R. A.The Design of Experiments. London: Oliver and Boyd, 1935.Key reference:[1]
- Manski, C.Public Policy in an Uncertain World. Cambridge, MA: Harvard University Press, 2013.
Key reference:[2]
- List, J., Rasul, I. "Field experiments in labor economics" In: Ashenfelter, O., Card, D. (eds).Handbook of Labor Economics. Amsterdam: Elsevier, 2011.
Key reference:[3]
- Pearl, J.Causality. Cambridge: Cambridge University Press, 2009.
Key reference:[4]
- Angrist, J., Imbens, G., Rubin, D. "Identification of causal effects using instrumental variables"Journal of the American Statistical Association91 (1996): 444–455.
Key reference:[5]
- Balke, A., Pearl, J. "Bounds on treatment effects from studies with imperfect compliance"Journal of the American Statistical Association92 (1997): 1171–1177.
Key reference:[6]
- Manski, C.Identification for Prediction and Decision. Cambridge, MA: Harvard University Press, 2008.
Key reference:[7]
- Siddique Z。"Partially identified treatment effects under imperfect compliance: The case of domestic violence"Journal of the American Statistical Association108:502 (2013): 504–513.
Key reference:[8]
- 平淡无奇,E。“计量经济学部分标识”Annual Review of Economics2 (2010): 167–195.
Key reference:[9]
- Kitagawa, T.Identification Region of the Potential Outcome Distributions under Instrument IndependenceCeMMAP Working Paper No.30/09, 2009.
Key reference:[10]
- Fisher, R. A.The Design of Experiments. London: Oliver and Boyd, 1935.