Discontinuities in robust nonparametric regression with α-mixing dependence
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Nonparametric Statistics"
DOI: 10.1080/10485252.2017.1303061
Abstract: ABSTRACT The main idea of the paper is to introduce a robust regression estimation method under an α-mixing dependence assumption, staying free of any parametric model restrictions while also allowing for some sudden changes in… read more here.
Keywords: robust nonparametric; regression; discontinuities robust; nonparametric regression ... See more keywords
Doubly robust nonparametric estimators of the predictive value of covariates for survival data.
Sign Up to like & getrecommendations! Published in 2025 at "Biometrics"
DOI: 10.1093/biomtc/ujaf084
Abstract: The predictive value of a covariate is often of interest in studies with a survival endpoint. A common situation is that there are some well established predictors and a potential valuable new marker. The challenge… read more here.
Keywords: value; nonparametric estimators; robust nonparametric; doubly robust ... See more keywords