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Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment
Sloczynski, Tymon; Uysal, S. Derya; Wooldridge, Jeffrey M. - 2022
We revisit the problem of estimating the local average treatment effect (LATE) and the local average treatment effect on the treated (LATT) when control variables are available, either to render the instrumental variable (IV) suitably exogenous or to improve precision. Unlike previous...
Persistent link: https://www.econbiz.de/10013470363
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Estimation of causal effects with a binary treatment variable : a unified m-estimation framework
Uysal, Selver Derya - In: Journal of econometric methods 13 (2024) 1, pp. 145-204
Persistent link: https://www.econbiz.de/10014580336
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Doubly robust estimation of local average treatment effects using inverse probability weighted regression adjustment
Słoczyński, Tymon; Uysal, Selver Derya; Wooldridge, … - 2022
We revisit the problem of estimating the local average treatment effect (LATE) and the local average treatment effect on the treated (LATT) when control variables are available, either to render the instrumental variable (IV) suitably exogenous or to improve precision. Unlike previous...
Persistent link: https://www.econbiz.de/10013457343
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Doubly robust estimation of local average treatment effects using inverse probability weighted regression adjustment
Słoczyński, Tymon; Uysal, Selver Derya; Wooldridge, … - 2022
We revisit the problem of estimating the local average treatment effect (LATE) and the local average treatment effect on the treated (LATT) when control variables are available, either to render the instrumental variable (IV) suitably exogenous or to improve precision. Unlike previous...
Persistent link: https://www.econbiz.de/10013459560