Exploring causality mechanism in the joint analysis of longitudinal and survival data

Causal Mediation Analysis of Survival Outcome with Multiple Mediators

(2017) Yen-Tsung Huang et al.   EPIDEMIOLOGY

Quantile causal mediation analysis allowing longitudinal data

(2017) M.-A. Bind et al.   STATISTICS IN MEDICINE

Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders

(2017) Sheng-Hsuan Lin et al.   STATISTICS IN MEDICINE

Effects of CD4 Cell Counts and Viral Load Testing on Mortality Rates in Patients With HIV Infection Receiving Antiretroviral Treatment: An Observational Cohort Study in Rural Southwest China

(2016) Zhiyong Shen et al.   CLINICAL INFECTIOUS DISEASES

Causal mediation analysis for survival outcome with unobserved mediator–outcome confounders

(2016) Peng Luo et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Mediation analysis with time varying exposures and mediators

(2016) Tyler J. VanderWeele et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Causal mediation analysis on failure time outcome without sequential ignorability

(2016) Cheng Zheng et al.   LIFETIME DATA ANALYSIS

Joint frailty models for zero-inflated recurrent events in the presence of a terminal event

(2015) Lei Liu et al.   BIOMETRICS

Joint latent class model of survival and longitudinal data: An application to CPCRA study

(2015) Yue Liu et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Simultaneous variable selection for joint models of longitudinal and survival outcomes

(2014) Zangdong He et al.   BIOMETRICS

Biomarkers and surrogate endpoints in glaucoma clinical trials

(2014) Felipe A Medeiros   BRITISH JOURNAL OF OPHTHALMOLOGY

Prostate-specific antigen kinetics as a surrogate endpoint in clinical trials of metastatic castration-resistant prostate cancer: A review

(2012) G. Colloca   CANCER TREATMENT REVIEWS

Direct and Indirect Effects in a Survival Context

(2011) Theis Lange et al.   EPIDEMIOLOGY

Estimation of direct effects for survival data by using the Aalen additive hazards model

(2011) Torben Martinussen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Basic Concepts and Methods for Joint Models of Longitudinal and Survival Data

(2010) Joseph G. Ibrahim et al.   JOURNAL OF CLINICAL ONCOLOGY

Development and validation of a dynamic prognostic tool for prostate cancer recurrence using repeated measures of posttreatment PSA: a joint modeling approach

(2009) C. Proust-Lima et al.   BIOSTATISTICS

Exploring Relative Mortality and Epoetin Alfa Dose Among Hemodialysis Patients

(2008) Brian D. Bradbury et al.   AMERICAN JOURNAL OF KIDNEY DISEASES

A Semi-Parametric Shared Parameter Model to Handle Nonmonotone Nonignorable Missingness

(2008) Roula Tsonaka et al.   BIOMETRICS

Related Causal Frameworks for Surrogate Outcomes

(2008) Marshall M. Joffe et al.   BIOMETRICS

Joint analysis of correlated repeated measures and recurrent events processes in the presence of death, with application to a study on acquired immune deficiency syndrome

(2008) Lei Liu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Joint analysis of multi-level repeated measures data and survival: an application to the end stage renal disease (ESRD) data

(2008) Lei Liu et al.   STATISTICS IN MEDICINE

Joint modeling longitudinal semi-continuous data and survival, with application to longitudinal medical cost data

(2008) Lei Liu   STATISTICS IN MEDICINE

A Two-Part Joint Model for the Analysis of Survival and Longitudinal Binary Data with Excess Zeros

(2007) Dimitris Rizopoulos et al.   BIOMETRICS

Semiparametric Approaches for Joint Modeling of Longitudinal and Survival Data with Time-Varying Coefficients

(2007) Xiao Song et al.   BIOMETRICS

Unmeasured confounding caused slightly better response to HAART within than outside a randomized controlled trial

(2007) Ann-Brit Eg Hansen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

A likelihood reformulation method in non‐normal random effects models

(2007) Lei Liu et al.   STATISTICS IN MEDICINE

The use of Gaussian quadrature for estimation in frailty proportional hazards models

(2007) Lei Liu et al.   STATISTICS IN MEDICINE