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Historical econometrics : instrumental variables and regression discontinuity designs
Caicedo, Felipe Valencia - 2020
Persistent link: https://www.econbiz.de/10012299251
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Quantile models with endogeneity
Chernozhukov, Victor; Hansen, Christian Bailey - 2013
In this article, we review quantile models with endogeneity. We focus on models that achieve indentification through the use of instrumental variables and discuss conditions under which partial and point identification are obtained. We discuss key conditions, which include monotonicity and...
Persistent link: https://www.econbiz.de/10009747939
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Inference on treatment effects after selection amongst high-dimensional controls
Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - 2013 - This version May 30, 2013
We propose robust methods for inference on the effect of a treatment variable on a scalar outcome in the presence of very many controls. Our setting is a partially linear model with possibly non-Gaussian and heteroscedastic disturbances where the number of controls may be much larger than the...
Persistent link: https://www.econbiz.de/10009747934
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hdm : high-dimensional metrics
Chernozhukov, Victor; Hansen, Christian Bailey; … - 2016
. Efficient estimators and uniformly valid confidence intervals for regression coefficients on target variables (e.g., treatment … or policy variable) in a high-dimensional approximately sparse regression model, for average treatment effect (ATE) and … heteroscedastic and non-Gaussian errors are implemented. Moreover, joint/ simultaneous confidence intervals for regression …
Persistent link: https://www.econbiz.de/10011524715
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On policy evaluation with aggregate time-series instruments
Arkhangelsky, Dmitry; Korovkin, Vasily - 2024
Persistent link: https://www.econbiz.de/10014507747
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Non-random exposure to exogenous shocks : theory and applications
Borusyak, Kirill; Hull, Peter - 2020
Persistent link: https://www.econbiz.de/10012306198
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Identifying modern macro equations with old shocks
Barnichon, Régis; Mesters, Geert - 2019
Persistent link: https://www.econbiz.de/10012167326
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Intergenerational transmission of unemployment : causal evidence from Austria
Winter-Ebmer, Rudolf; Grübl, Dominik; Lackner, Mario - 2020
Persistent link: https://www.econbiz.de/10012215719
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The identification region of the potential outcome distributions under instrument independence
Kitagawa, Toru - 2020
This paper examines the identifying power of instrument exogeneity in the treatment effect model. We derive the identification region of the potential outcome distributions, which are the collection of distributions that are compatible with data and with the restrictions of the model. We...
Persistent link: https://www.econbiz.de/10012219613
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Constrained conditional moment restriction models
Chernozhukov, Victor; Newey, Whitney K.; Santos, Andres - 2015
This paper examines a general class of inferential problems in semiparametric and nonparametric models defined by conditional moment restrictions. We construct tests for the hypothesis that at least one element of the identified set satisfies a conjectured (Banach space) "equality" and/or (a...
Persistent link: https://www.econbiz.de/10011337665