47 citations
3 papers
stat.ME2023
Mediation Analysis using Semi-parametric Shape-Restricted Regression with Applications
Qing Yin, Jong-Hyeon Jeong, Xu Qin +2
Often linear regression is used to perform mediation analysis. However, in many instances, the underlying relationships may not be linear, as in the case of placental-fetal hormone…
stat.AP2010★ 47 cited
An approach for jointly modeling multivariate longitudinal measurements and discrete time-to-event data
Paul S. Albert, Joanna H. Shih
In many medical studies, patients are followed longitudinally and interest is on assessing the relationship between longitudinal measurements and time to an event. Recently, variou…
stat.AP2009★ 17 cited
A new latent cure rate marker model for survival data
Sungduk Kim, Yingmei Xi, Ming-Hui Chen
To address an important risk classification issue that arises in clinical practice, we propose a new mixture model via latent cure rate markers for survival data with a cure fracti…