Estimation in a general semiparametric hazards regression model with missing covariates
Sign Up to like & getrecommendations! Published in 2021 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2021.1967395
Abstract: In survival analysis, missing observations are often encountered in covariate measurements, and ignoring this feature may make an invalid inference. In this article, we consider a general semiparam... read more here.
Keywords: hazards regression; general semiparametric; model missing; regression model ... See more keywords
Strong consistency rates for the estimators in a heteroscedastic EV model with missing responses
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Inequalities and Applications"
DOI: 10.1186/s13660-020-02411-y
Abstract: This article is concerned with the semi-parametric error-in-variables (EV) model with missing responses: y i = ξ i β + g ( t i ) + ϵ i $y_{i}= \xi _{i}\beta +g(t_{i})+\epsilon _{i}$ , x… read more here.
Keywords: model missing; strong consistency; consistency rates; missing responses ... See more keywords