The semiparametric mark-specific proportional hazards model for multivariate marks via a single-index

Y Shao - 2020 - search.proquest.com
Competing risk analysis is commonly applied to time-to-event data with finitely many causes
of failure. It alters the probability of the occurrence of an event of interest broken down by a …

Mark-specific proportional hazards model with multivariate continuous marks and its application to HIV vaccine efficacy trials

Y Sun, M Li, PB Gilbert - Biostatistics, 2013 - academic.oup.com
For time-to-event data with finitely many competing risks, the proportional hazards model
has been a popular tool for relating the cause-specific outcomes to covariates (. The …

[HTML][HTML] Proportional hazards models with continuous marks

Y Sun, PB Gilbert, IW McKeague - Annals of statistics, 2009 - ncbi.nlm.nih.gov
For time-to-event data with finitely many competing risks, the proportional hazards model
has been a popular tool for relating the cause-specific outcomes to covariates [Prentice et al …

Mark-specific hazard ratio model with missing multivariate marks

M Juraska, PB Gilbert - Lifetime data analysis, 2016 - Springer
An objective of randomized placebo-controlled preventive HIV vaccine efficacy (VE) trials is
to assess the relationship between vaccine effects to prevent HIV acquisition and continuous …

Mark-specific additive hazards regression with continuous marks

D Han, L Sun, Y Sun, L Qi - Lifetime data analysis, 2017 - Springer
For survival data, mark variables are only observed at uncensored failure times, and it is of
interest to investigate whether there is any relationship between the failure time and the …

Mark-specific hazard ratio model with multivariate continuous marks: An application to vaccine efficacy

M Juraska, PB Gilbert - Biometrics, 2013 - academic.oup.com
In randomized placebo-controlled preventive HIV vaccine efficacy trials, an objective is to
evaluate the relationship between vaccine efficacy to prevent infection and genetic …

Goodness-of-fit test of the stratified mark-specific proportional hazards model with continuous mark

Y Sun, M Li, PB Gilbert - Computational statistics & data analysis, 2016 - Elsevier
Motivated by the need to assess HIV vaccine efficacy, previous studies proposed an
extension of the discrete competing risks proportional hazards model, in which the cause of …

Estimation of the cumulative incidence function under multiple dependent and independent censoring mechanisms

JJ Lok, S Yang, B Sharkey, MD Hughes - Lifetime data analysis, 2018 - Springer
Competing risks occur in a time-to-event analysis in which a patient can experience one of
several types of events. Traditional methods for handling competing risks data presuppose …

[PDF][PDF] Methods for comparing mark-specific hazards and cumulative incidence functions between two groups, with application to HIV vaccine trials

PB Gilbert, I McKeague, Y Sun - International Conference on …, 2003 - people.stat.sc.edu
Methods for Comparing Mark-specific Hazards and Cumulative Incidence Functions
Between Two Groups, with Application to HIV Vacci Page 1 Methods for Comparing Mark-specific …

Semiparametric estimation of the average causal effect of treatment on an outcome measured after a postrandomization event, with missing outcome data

PB Gilbert, Y Jin - Biostatistics, 2010 - academic.oup.com
In the past decade, several principal stratification–based statistical methods have been
developed for testing and estimation of a treatment effect on an outcome measured after a …