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Partial Identification of Treatment-Effect Distributions with Count-Valued Outcomes / John Mullahy.
- Format:
- Book
- Author/Creator:
- Mullahy, John.
- Series:
- Working Paper Series (National Bureau of Economic Research) no. w31005.
- NBER working paper series no. w31005
- Language:
- English
- Physical Description:
- 1 online resource: illustrations (black and white);
- Place of Publication:
- Cambridge, Mass. National Bureau of Economic Research 2023.
- Summary:
- With count-valued outcomes y in {0,1,...,M} identification and estimation of average treatment effects raise no special considerations beyond those involved in the continuous-outcome case. If partial identification of the distribution of treatment effects is of interest, however, count-valued outcomes present some subtle yet important considerations beyond those involved in continuous-outcome contexts. This paper derives appropriate bounds on the distribution of treatment effects for count-valued outcomes.
- Notes:
- Print version record
- March 2023.
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