Bayesian inference and dynamic prediction for multivariate longitudinal and survival data

Joint model for survival and multivariate sparse functional data with application to a study of Alzheimer's Disease

(2021) Cai Li et al.   BIOMETRICS

Multiple imputation of binary multilevel missing not at random data

(2020) Angelina Hammon et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach

(2020) Katya Mauff et al.   STATISTICS AND COMPUTING

Joint analysis of longitudinal and interval-censored failure time data

(2020) Shuo-Chun Weng et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Fast covariance estimation for multivariate sparse functional data

(2020) Cai Li et al.   Stat

Comprehensive Review on Alzheimer’s Disease: Causes and Treatment

(2020) Zeinab Breijyeh et al.   MOLECULES

Scalar-on-image regression via the soft-thresholded Gaussian process

(2018) Jian Kang et al.   BIOMETRIKA

An Overview of Joint Modeling of Time-to-Event and Longitudinal Outcomes

(2018) Grigorios Papageorgiou et al.   Annual Review of Statistics and Its Application

Joint modeling of multivariate longitudinal data and survival data in several observational studies of Huntington’s disease

(2018) Jeffrey D. Long et al.   BMC Medical Research Methodology

Prediction of Conversion to Alzheimer’s Disease with Longitudinal Measures and Time-To-Event Data

(2017) Kan Li et al.   JOURNAL OF ALZHEIMERS DISEASE

Dynamic predictions in Bayesian functional joint models for longitudinal and time-to-event data: An application to Alzheimer’s disease

(2017) Kan Li et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Joint modelling of time-to-event and multivariate longitudinal outcomes: recent developments and issues

(2016) Graeme L. Hickey et al.   BMC Medical Research Methodology

A simple method to estimate the time-dependent receiver operating characteristic curve and the area under the curve with right censored data

(2016) Liang Li et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

(2016) Aki Vehtari et al.   STATISTICS AND COMPUTING

Bayesian shrinkage approach for a joint model of longitudinal and survival outcomes assuming different association structures

(2016) Eleni-Rosalina Andrinopoulou et al.   STATISTICS IN MEDICINE

A multiple imputation approach for MNAR mechanisms compatible with Heckman's model

(2016) Jacques-Emmanuel Galimard et al.   STATISTICS IN MEDICINE

Functional Data Analysis

(2016) Jane-Ling Wang et al.   Annual Review of Statistics and Its Application

Assessing systematic effects of stroke on motor control by using hierarchical function-on-scalar regression

(2015) Jeff Goldsmith et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Bayesian multivariate augmented Beta rectangular regression models for patient-reported outcomes and survival data

(2015) Jue Wang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Functional Regression

(2015) Jeffrey S. Morris   Annual Review of Statistics and Its Application

Combining Dynamic Predictions From Joint Models for Longitudinal and Time-to-Event Data Using Bayesian Model Averaging

(2014) Dimitris Rizopoulos et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data

(2011) Dimitris Rizopoulos   BIOMETRICS

Bayesian Random Segmentation Models to Identify Shared Copy Number Aberrations for Array CGH Data

(2011) Veerabhadran Baladandayuthapani et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Bayesian semiparametric multivariate joint model for multiple longitudinal outcomes and a time-to-event

(2011) Dimitris Rizopoulos et al.   STATISTICS IN MEDICINE

The horseshoe estimator for sparse signals

(2010) C. M. Carvalho et al.   BIOMETRIKA

Multilevel functional principal component analysis

(2009) Chong-Zhi Di et al.   Annals of Applied Statistics

Assessing the association between trends in a biomarker and risk of event with an application in pediatric HIV/AIDS

(2009) Elizabeth R. Brown   Annals of Applied Statistics