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In this note, we derive bounds on the median bias of univariate M-estimators under mild regularity conditions.
A Berry–Esséen bound for M-estimators
Bentkus, V., Bloznelis, M., and Götze, F. (1997) · 1997
Earlier work this paper cites.
Limiting distributions for L 1 {L}_{1} regression estimators under general conditions
Knight, K. (1998) · 1998
Earlier work this paper cites.
Asymptotics for L 1 {L}_{1} -estimators of regression parameters under heteroscedasticity
Knight, K. (1999) · 1999
Earlier work this paper cites.
Asymptotic statistics
Van der Vaart, A. W. (2000) · 2000
Cited alongside, same era.
Berry-Esseen bounds for econometric time series
Hörmann, S. (2009) · 2009
Cited alongside, same era.
Sums of independent random variables
Petrov, V. V. (2012) · 2012
Cited alongside, same era.
Double/debiased machine learning for treatment and structural parameters
Chernozhukov, V., Chetverikov, D., Demirer, M., Duflo, E., Hansen, C., Newey, W., and Robins, J. (2018) · 2018
Later among the works it cites.
The HulC: Confidence regions from convex hulls
Kuchibhotla, A. K., Balakrishnan, S., and Wasserman, L. (2021) · 2021
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