44 citations · 44 across the 3 of their papers we have counts for
3 papers
stat.ME2022
Semiparametric Estimation of Average Treatment Effect with Sieve Method
Jichang Yu, Haibo Zhou, Jianwen Cai
Correctly identifying treatment effects in observational studies is very difficult due to the fact that the outcome model or the treatment assignment model must be correctly specif…
stat.ME2020
Cox regression analysis for distorted covariates with an unknown distortion function
Yanyan Liu, Yuanshan Wu, Jing Zhang +1
We study inference for censored survival data where some covariates are distorted by some unknown functions of an observable confounding variable in a multiplicative form. Example…
math.ST2007★ 44 cited
Hazard models with varying coefficients for multivariate failure time data
Jianwen Cai, Jianqing Fan, Haibo Zhou +1
Statistical estimation and inference for marginal hazard models with varying coefficients for multivariate failure time data are important subjects in survival analysis. A local ps…