Search Results - subject:"Density estimator" - EconBiz

Long Story Short : Omitted Variable Bias in Causal Machine Learning

Chernozhukov, Victor; Cinelli, Carlos; Newey, Whitney K.; … - National Bureau of Economic Research - 2022

We derive general, yet simple, sharp bounds on the size of the omitted variable bias for a broad class of causal parameters that can be identified as linear functionals of the conditional expectation function of the outcome. Such functionals encompass many of the traditional targets of...

Persistent link: https://www.econbiz.de/10013334519

Semiparametrically efficient estimation of the average linear regression function

Graham, Bryan S.; Pinto, Cristine Campos de Xavier - In: Journal of econometrics 226 (2022) 1, pp. 115-138

Persistent link: https://www.econbiz.de/10013440523

Instrument-free identification and estimation of differentiated products models using cost data

Byrne, David P.; Imai, Susumu; Jain, Neelam; Sarafidis, … - In: Journal of econometrics 228 (2022) 2, pp. 278-301

Persistent link: https://www.econbiz.de/10013441750

Nonparametric estimation of the random coefficients model : an elastic net approach

Heiss, Florian; Hetzenecker, Stephan Johannes; … - In: Journal of econometrics 229 (2022) 2, pp. 299-321

Persistent link: https://www.econbiz.de/10013441885

Estimation of a varying coefficient, fixed-effects Cobb–Douglas production function in levels

Wang, Taining; Henderson, Daniel J. - In: Economics letters 213 (2022), pp. 1-6

Persistent link: https://www.econbiz.de/10013442139

Identification of nonparametric monotonic regression models with continuous nonclassical measurement errors

Hu, Yingyao; Schennach, Susanne M.; Shiu, Ji-Liang - In: Journal of econometrics 226 (2022) 2, pp. 269-294

Persistent link: https://www.econbiz.de/10013461525

Nonparametric estimation of customer segments from censored sales panel data

Jörg, Johannes Ferdinand; Cleophas, Catherine - In: Journal of revenue and pricing management 21 (2022) 4, pp. 393-417

Persistent link: https://www.econbiz.de/10013390537

Generalized, partial and canonical correlation coefficients

Vinod, Hrishikesh D. - In: Computational economics 60 (2022) 4, pp. 1479-1506

Persistent link: https://www.econbiz.de/10013447451

Nonparametric estimation of first price auctions via density-quantile function

Zhang, Yu Yvette - In: Economics letters 216 (2022), pp. 1-4

Persistent link: https://www.econbiz.de/10013448332

Smoothness-adaptive contextual bandits

Gur, Yonatan; Momeni, Ahmadreza; Wager, Stefan - In: Operations research 70 (2022) 6, pp. 3198-3216

Persistent link: https://www.econbiz.de/10014307666

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