Fetching the paper…
Reading the bibliography…
It is well known that it is impossible to construct useful confidence intervals (CIs) about the mean or median of a response $Y$ conditional on features $X = x$ without making strong assumptions about the joint distribution of $X$ and $Y$.
13. various techniques used in connection with random digits
Von Neumann, J. (1951) · 1951
Earlier work this paper cites.
The nonexistence of certain statistical procedures in nonparametric problems
Bahadur, R. R. and Savage, L. J. (1956) · 1956
Earlier work this paper cites.
Efficient nonparametric testing and estimation
Stein, C. et al. (1956) · 1956
Earlier work this paper cites.
Distribution-free confidence intervals
Noether, G. E. (1972) · 1972
Earlier work this paper cites.
On a non-parametric analogue of the information matrix
Koshevnik, Y. A. and Levit, B. Y. (1976) · 1976
Earlier work this paper cites.
One-Sided Inference about Functionals of a Density
Donoho, D. L. (1988) · 1988
Earlier work this paper cites.
Semiparametric efficiency bounds
Newey, W. K. (1990) · 1990
Earlier work this paper cites.
Compliance as an explanatory variable in clinical trials
Efron, B. and Feldman, D. (1991) · 1991
Earlier work this paper cites.
Efficient and adaptive estimation for semiparametric models
Bickel, P. J., Klaassen, C. A., Bickel, P. J., Ritov, Y., Klaassen, J., Wellner, J. A., and Ritov, Y. (1993) · 1993
Earlier work this paper cites.
Ideal spatial adaptation by wavelet shrinkage
Donoho, D. L. and Johnstone, J. M. (1994) · 1994
Earlier work this paper cites.
Asymptotically uniformly most powerful tests in parametric and semiparametric models
Choi, S., Hall, W. J., and Schick, A. (1996) · 1996
Cited alongside, same era.
On nonparametric confidence intervals
Low, M. G. (1997) · 1997
Cited alongside, same era.
Scale space view of curve estimation
Chaudhuri, P. and Marron, J. S. (2000) · 2000
Cited alongside, same era.
Finite sample nonparametric inference and large sample efficiency
Romano, J. P. and Wolf, M. (2000) · 2000
Cited alongside, same era.
Asymptotic statistics
Van der Vaart, A. W. (2000) · 2000
Cited alongside, same era.
Order statistics
David, H. A. and Nagaraja, H. N. (2004) · 2004
Cited alongside, same era.
Testing statistical hypotheses
Introduction to Nonparametric Estimation
Tsybakov, A. B. (2008) · 2008
Later among the works it cites.
Conditional validity of inductive conformal predictors
Vovk, V. (2012) · 2012
Later among the works it cites.
Distribution-free prediction bands for non-parametric regression
Lei, J. and Wasserman, L. (2014) · 2014
Later among the works it cites.
Optimal inference in a class of regression models
Armstrong, T. B. and Kolesár, M. (2018) · 2018
Later among the works it cites.
Conformal prediction under covariate shift
Tibshirani, R. J., Foygel Barber, R., Candes, E., and Ramdas, A. (2019) · 2019
Later among the works it cites.
Is distribution-free inference possible for binary regression?
Barber, R. F. (2020) · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Lehmann, E. L., Romano, J. P., and Casella, G. (2005) · 2005
Cited alongside, same era.
Algorithmic learning in a random world
Vovk, V., Gammerman, A., and Shafer, G. (2005) · 2005
Cited alongside, same era.
Best exact nonparametric confidence intervals for quantiles
Zieliński, R. and Zieliński, W. (2005) · 2005
Cited alongside, same era.
All of nonparametric statistics
Wasserman, L. (2006) · 2006
Cited alongside, same era.
Combining p-values via averaging
Vovk, V. and Wang, R. (2020) · 2020
Later among the works it cites.
Mathematical foundations of infinite-dimensional statistical models
Giné, E. and Nickl, R. (2021) · 2021
Later among the works it cites.
Distribution-free inference for regression: discrete, continuous, and in between
Lee, Y. and Barber, R. (2021) · 2021
Later among the works it cites.
Distribution-free conditional median inference
Medarametla, D. and Candès, E. (2021) · 2021
Later among the works it cites.