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treatment. This last condition, the so-called monotonicity condition, is often implausible. This paper starts by showing that … actually, IVs are still valid under a weaker condition than monotonicity. It then derives conditions that are sufficient for … applications where this weaker condition is applicable while monotonicity is not. Overall, this paper extends the applicability of …
Persistent link: https://www.econbiz.de/10011995492
"less defiers than compliers" condition is substantially weaker than monotonicity. It has two implications which are …Monotonicity is not necessary for the Wald ratio to identify a Local Average Treatment Effect. Under random assignment … and exclusion restriction, if for every value of potential outcomes there are more compliers than defiers, the Wald ratio …
Persistent link: https://www.econbiz.de/10010553076
Persistent link: https://www.econbiz.de/10011804849
for the average treatment response by imposing smoothness conditions alone, by combining them with monotonicity …
Persistent link: https://www.econbiz.de/10010368182
In this paper, we investigate what can be learned about average counterfactual outcomes as well as average treatment effects when it is assumed that treatment response functions are smooth. We obtain a set of new partial identification results for both the average treatment response and the...
Persistent link: https://www.econbiz.de/10012215340
for the average treatment response by imposing smoothness conditions alone, by combining them with monotonicity …
Persistent link: https://www.econbiz.de/10010336471
In this paper, we investigate what can be learned about average counterfactual outcomes as well as average treatment effects when it is assumed that treatment response functions are smooth. We obtain a set of new partial identification results for both the average treatment response and the...
Persistent link: https://www.econbiz.de/10011994415
Instrumental variables estimators typically must satisfy monotonicity conditions to be interpretable as capturing local … average treatment effects. Building on previous research that suggests monotonicity is unlikely to hold in the context of … impact on monotonicity bias of bandwidth selection in regression discontinuity (RD) designs, finding that "full sample …
Persistent link: https://www.econbiz.de/10014557634
Instrumental variables estimators typically must satisfy monotonicity conditions to be interpretable as capturing local … average treatment effects. Building on previous research that suggests monotonicity is unlikely to hold in the context of … impact on monotonicity bias of bandwidth selection in regression discontinuity (RD) designs, finding that "full sample …
Persistent link: https://www.econbiz.de/10015045450
deterministic monotonicity of the true treatment in the instrument. Even allowing for general measurement error (e.g., the …
Persistent link: https://www.econbiz.de/10012215360