References
- M. V. Boldin, An estimate of the distribution of the noise in an autoregressive scheme, Teor. Veroyatnost. i Primenen. 27 (1982), no. 4, 805-810
- F. Cheng, Error Density and Distribution estimation in nonparametric regression, Statist. Probab. Lett. 59 (2002), no. 3, 257-270 https://doi.org/10.1016/S0167-7152(02)00155-4
- M. Csorgo and P. Revesz, Strong approximations in probability and statistics, Probability and Mathematical Statistics. Academic Press, Inc., New York-London, 1981
- W. Hardle, P. Janassen, and R. Serfling, Strong uniform consistency rates for estimators of conditional functionals, Ann. Statist. 16 (1988), no. 4, 1428-1449 https://doi.org/10.1214/aos/1176351047
- H. L. Koul, Some convergence theorems for ranks and weighted empirical cumulatives, Ann. Math. Statist. 41 (1970), 1768-1773 https://doi.org/10.1214/aoms/1177696824
- H. L. Koul, Behavior of robust estimators in the regression model with dependent errors, Ann. Statist. 5 (1977), no. 4, 681-699 https://doi.org/10.1214/aos/1176343892
- H. L. Koul, A weak convergence result useful in robust autoregression, J. Statist. Plann. Inference 29 (1991), no. 3, 291-308 https://doi.org/10.1016/0378-3758(91)90005-Y
- H. L. Koul, Weighted empiricals and linear models, Institute of Mathematical Statistics Lecture Notes-Monograph Series, 21. Institute of Mathematical Statistics, Hayward, CA, 1992
- H. L. Koul, Asymptotics of some estimators and sequential residual empiricals in nonlinear time series, Ann. Statist. 24 (1996), no. 1, 380-404 https://doi.org/10.1214/aos/1033066216
- H. L. Koul and M. Osiander, Weak convergence of randomly weighted dependent residual empiricals with applications to autoregression, Ann. Statist. 22 (1994), no. 1, 540-562 https://doi.org/10.1214/aos/1176325383
- R. M. Loynes, The empirical distribution function of residuals from generalised regression, Ann. Statist. 8 (1980), no. 2, 285-298 https://doi.org/10.1214/aos/1176344954
- E. Mammen, Empirical process of residuals for high-dimensional linear models, Ann. Statist. 24 (1996), no. 1, 307-335 https://doi.org/10.1214/aos/1033066211
- E. A. Nadaraya, On estimating regression, Theory Probab. Appl. 9 (1964), 141-142 https://doi.org/10.1137/1109020
- S. Portnoy, Asymptotic behavior of the empiric distribution of M-estimated residuals from a regression model with many parameters, Ann. Statist. 14 (1986), no. 3, 1152-1170 https://doi.org/10.1214/aos/1176350056