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Inference in high-dimensional panel models with an application to gun control
Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 4, pp. 590-605
Persistent link: https://www.econbiz.de/10011692431
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Lasso for instrumental variable selection : a replication study
Spindler, Martin - In: Journal of applied econometrics 31 (2016) 2, pp. 450-454
Persistent link: https://www.econbiz.de/10011644350
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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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Post-selection and post-regularization inference in linear models with many controls and instruments
Chernozhukov, Victor; Hansen, Christian Bailey; … - In: The American economic review 105 (2015) 5, pp. 486-490
Persistent link: https://www.econbiz.de/10011699331
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Double/debiased machine learning for treatment and structural parameters
Chernozhukov, Victor; Četverikov, Denis N.; Demirer, Mert - In: The econometrics journal 21 (2018) 1, pp. C1-C68
Persistent link: https://www.econbiz.de/10012170969
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Double/debiased/Neyman machine learning of treatment effects
Chernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; … - In: The American economic review 107 (2017) 5, pp. 261-265
Persistent link: https://www.econbiz.de/10011782994
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High-dimensional linear models with many endogenous variables
Belloni, Alexandre; Hansen, Christian Bailey; Newey, … - In: Journal of econometrics 228 (2022) 1, pp. 4-26
Persistent link: https://www.econbiz.de/10013441711
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Conditional quantile processes based on series or many regressors
Belloni, Alexandre; Chernozhukov, Victor; Četverikov, … - In: Journal of econometrics 213 (2019) 1, pp. 4-29
Persistent link: https://www.econbiz.de/10012304540
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Post-selection inference for generalized linear models with many controls
Belloni, Alexandre; Chernozhukov, Victor; Wei, Ying - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 4, pp. 606-619
Persistent link: https://www.econbiz.de/10011692433
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Grouped effects estimators in fixed effects models
Bester, C. Alan; Hansen, Christian Bailey - In: Journal of econometrics 190 (2016) 1, pp. 197-208
Persistent link: https://www.econbiz.de/10011591633