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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2013
continuum of target parameters is of interest and the Lasso-type or post-Lasso type methods are used to estimate a continuum of … establish rate and consistency results for continua of Lasso or post-Lasso type methods for estimating continua of the (nuisance …
Persistent link: https://www.econbiz.de/10010227452
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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2015
In this paper, we provide efficient estimators and honest confidence bands for a variety of treatment effects including local average (LATE) and local quantile treatment effects (LQTE) in data-rich environments. We can handle very many control variables, endogenous receipt of treatment,...
Persistent link: https://www.econbiz.de/10011445754
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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2014
for a continuum of target parameters and for Lasso-type or Post-Lasso type methods to be used as estimators of a continuum … continua of Lasso or Post-Lasso type estimators for continua of (nuisance) regression functions and provide practical …
Persistent link: https://www.econbiz.de/10011282653
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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2015 - This version: September 20, 2015
In this paper, we provide efficient estimators and honest confidence bands for a variety of treatment effects including local average (LATE) and local quantile treatment effects (LQTE) in data-rich environments. We can handle very many control variables, endogenous receipt of treatment,...
Persistent link: https://www.econbiz.de/10011337681
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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2014 - This version: August 8, 2014
for a continuum of target parameters and for Lasso-type or Post-Lasso type methods to be used as estimators of a continuum … continua of Lasso or Post-Lasso type estimators for continua of (nuisance) regression functions and provide practical …
Persistent link: https://www.econbiz.de/10010388633
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Program evaluation and causal inference with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - In: Econometrica : journal of the Econometric Society, an … 85 (2017) 1, pp. 233-298
Persistent link: https://www.econbiz.de/10011738490
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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2013
We consider estimation of policy relevant treatment effects in a data-rich environ ment where there may be many more control variables available than there are observations. In addition to allowing many control variables, the setting we consider allows heterogeneous treatment effects, endogenous...
Persistent link: https://www.econbiz.de/10010368188
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Program evaluation with high-dimensional data
Belloni, Alexandre; Chernozhukov, Victor; … - 2013
We consider estimation of policy relevant treatment effects in a data-rich environ ment where there may be many more control variables available than there are observations. In addition to allowing many control variables, the setting we consider allows heterogeneous treatment effects, endogenous...
Persistent link: https://www.econbiz.de/10010200037
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Nigeria's economic growth : do remittance inflows really matter?
Eigbiremolen, God'stime Osekhebhen; Nnetu, Vivian Ikwuoma - In: Argumenta oeconomica (2015) 2, pp. 67-84
Persistent link: https://www.econbiz.de/10011513952
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Comments on "Expanding grass-based agriculture on marginal land in the U.S. Great Plains : the role of management intensive grazing"
Che, Yuyuan; Hennessy, David A. - 2021
Persistent link: https://www.econbiz.de/10012695646