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Nonparametric IV estimation of local average treatment effects with covariates

Frölich, Markus - 2002

Persistent link: https://www.econbiz.de/10001717623

Instrumental variables in models with multiple outcomes : the general unordered case

Heckman, James J. (contributor); Urzua, Sergio (contributor) - 2008

This paper develops the method of local instrumental variables for models with multiple, unordered treatments when treatment choice is determined by a nonparametric version of the multinomial choice model. Responses to interventions are permitted to be heterogeneous in a general way and agents...

Persistent link: https://www.econbiz.de/10003729412

Going beyond LATE : bounding average treatment effects of job corps training

Chen, Xuan; Flores, Carlos; Flores-Lagunes, Alfonso - 2015

We derive nonparametric sharp bounds on average treatment effects with an instrumental variable (IV) and use them to evaluate the effectiveness of the Job Corps (JC) training program for disadvantaged youth. We concentrate on the population average treatment effect (ATE) and the average...

Persistent link: https://www.econbiz.de/10011388102

Identification and estimation of unconditional policy effects of an endogenous binary treatment : an unconditional MTE approach

Martínez-Iriarte, Julián; Sun, Yixiao - University of California, San Diego / Department of … - 2021

Persistent link: https://www.econbiz.de/10012504094

From late to MTE : alternative methods for the evaluation of policy interventions

Cornelißen, Thomas; Dustmann, Christian; Raute, Anna; … - 2016

This paper provides an introduction into the estimation of Marginal Treatment Effects (MTE). Compared to the existing … econometric techniques who would like to use MTE estimation. Our framework of analysis is a generalized Roy model based on the … IV estimation with a discrete instrument resulting in a local average treatment effect (LATE). Turning to IV estimation …

Persistent link: https://www.econbiz.de/10011502829

From late to MTE : alternative methods for the evaluation of policy interventions

Cornelißen, Thomas; Dustmann, Christian; Raute, Anna; … - 2016

Persistent link: https://www.econbiz.de/10011499992

Instrumental variables and causal mechanisms : unpacking the effect of trade on workers and voters

Dippel, Christian; Gold, Robert; Heblich, Stephan; … - 2017

. Individual-level data corroborate our findings. Our novel estimation framework is applicable to a broad range of empirical …

Persistent link: https://www.econbiz.de/10011781026

Semiparametric estimation of quantile treatment effects with endogeneity

Wüthrich, Kaspar - 2015

This paper studies estimation of conditional and unconditional quantile treatment effects based on the instrumental …

Persistent link: https://www.econbiz.de/10011297659

Testing the validity of the compulsory schooling law instrument

Bolzern, Benjamin; Huber, Martin - In: Economics letters 159 (2017), pp. 23-27

Persistent link: https://www.econbiz.de/10011902874

Going beyond LATE : bounding average treatment effects of job corps training

Chen, Xuan; Flores, Carlos; Flores-Lagunes, Alfonso - 2017

We derive nonparametric sharp bounds on average treatment effects with an instrumental variable (IV) and use them to evaluate the effectiveness of the Job Corps training program for disadvantaged youth. We focus on the population average treatment effect (ATE) and the average treatment effect on...

Persistent link: https://www.econbiz.de/10012114718