17 citations · 18 across the 4 of their papers we have counts for
4 papers
Functional proportional hazards mixture cure model and its application to modelling the association between cancer mortality and physical activity in NHANES 2003-2006
Rahul Ghosal, Marcos Matabuena, Jiajia Zhang
We develop a functional proportional hazards mixture cure (FPHMC) model with scalar and functional covariates measured at the baseline. The mixture cure model, useful in studying p…
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu +1
Measurement errors usually arise during the longitudinal data collection process. Ignoring the effects of measurement errors will lead to invalid estimates. The Lifestyle Education…
On Estimating Optimal Regime for Treatment Initiation Time Based on Restricted Mean Residual Lifetime
Xin Chen, Rui Song, Jiajia Zhang +3
When to initiate treatment on patients is an important problem in many medical studies such as AIDS and cancer. In this article, we formulate the treatment initiation time problem…
spBayesSurv: Fitting Bayesian Spatial Survival Models Using R
Haiming Zhou, Timothy Hanson, Jiajia Zhang
Spatial survival analysis has received a great deal of attention over the last 20 years due to the important role that geographical information can play in predicting survival. Thi…