Multivariate linear mixed models with censored and nonignorable missing outcomes, with application to AIDS studies

Analysis of multivariate longitudinal data using ARMA Cholesky and hypersphere decompositions

(2020) Keunbaik Lee et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

The Analysis of Multivariate Longitudinal Data: An Instructive Application of the Longitudinal Three-Mode Model

(2019) M. G. E. Verdam et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Multivariate-t linear mixed models with censored responses, intermittent missing values and heavy tails

(2019) Tsung-I Lin et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Multivariate longitudinal data analysis with censored and intermittent missing responses

(2018) Tsung-I Lin et al.   STATISTICS IN MEDICINE

Heavy-tailed longitudinal regression models for censored data: a robust parametric approach

(2018) Larissa A. Matos et al.   TEST

Flexible longitudinal linear mixed models for multiple censored responses data

(2018) Victor H. Lachos et al.   STATISTICS IN MEDICINE

The analysis of multivariate longitudinal data using multivariate marginal models

(2016) Hyunkeun Cho   JOURNAL OF MULTIVARIATE ANALYSIS

Robust Joint Non-linear Mixed-Effects Models and Diagnostics for Censored HIV Viral Loads with CD4 Measurement Error

(2015) Dipankar Bandyopadhyay et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Extending multivariate-t linear mixed models for multiple longitudinal data with censored responses and heavy tails

(2015) Wan-Lun Wang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Bayesian analysis of multivariatetlinear mixed models with missing responses at random

(2014) Wan-Lun Wang et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Multivariatetnonlinear mixed-effects models for multi-outcome longitudinal data with missing values

(2014) Wan-Lun Wang et al.   STATISTICS IN MEDICINE

Multivariatetlinear mixed models for irregularly observed multiple repeated measures with missing outcomes

(2013) Wan-Lun Wang   BIOMETRICAL JOURNAL

Sensitivity analysis of incomplete longitudinal data departing from the missing at random assumption: Methodology and application in a clinical trial with drop-outs

(2013) M Moreno-Betancur et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Linear and Nonlinear Mixed-Effects Models for Censored HIV Viral Loads Using Normal/Independent Distributions

(2011) Victor H. Lachos et al.   BIOMETRICS

Inference for marginal linear models for clustered longitudinal data with potentially informative cluster sizes

(2010) Ming Wang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

ECM-based maximum likelihood inference for multivariate linear mixed models with autoregressive errors

(2009) Wan-Lun Wang et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Fast Implementation for Normal Mixed Effects Models With Censored Response

(2009) Florin Vaida et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Model Selection Criteria for Missing-Data Problems Using the EM Algorithm

(2009) Joseph G. Ibrahim et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Missing data methods in longitudinal studies: a review

(2009) Joseph G. Ibrahim et al.   TEST

Every missingness not at random model has a missingness at random counterpart with equal fit

(2008) Geert Molenberghs et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY