Controlled pattern imputation for sensitivity analysis of longitudinal binary and ordinal outcomes with nonignorable dropout

Algorithms for imputing partially observed recurrent events with applications to multiple imputation in pattern mixture models

(2017) Yongqiang Tang   Journal of Biopharmaceutical Statistics

An efficient monotone data augmentation algorithm for multiple imputation in a class of pattern mixture models

(2016) Yongqiang Tang   Journal of Biopharmaceutical Statistics

An Efficient Multiple Imputation Algorithm for Control-Based and Delta-Adjusted Pattern Mixture Models using SAS

(2016) Yongqiang Tang   Statistics in Biopharmaceutical Research

An efficient monotone data augmentation algorithm for Bayesian analysis of incomplete longitudinal data

(2015) Yongqiang Tang   STATISTICS & PROBABILITY LETTERS

Sensitivity analysis for missing data in regulatory submissions

(2015) Thomas Permutt   STATISTICS IN MEDICINE

Comparison Between Two Controlled Multiple Imputation Methods for Sensitivity Analyses of Time-to-Event Data With Possibly Informative Censoring

(2015) Kaifeng Lu et al.   Statistics in Biopharmaceutical Research

Simulation-Based Study Comparing Multiple Imputation Methods for Non-Monotone Missing Ordinal Data in Longitudinal Settings

(2014) A. F. Donneau et al.   Journal of Biopharmaceutical Statistics

Missing data sensitivity analysis for recurrent event data using controlled imputation

(2014) Oliver N. Keene et al.   PHARMACEUTICAL STATISTICS

Multiple imputation for high-dimensional mixed incomplete continuous and binary data

(2014) Ren He et al.   STATISTICS IN MEDICINE

Sensitivity analysis for a partially missing binary outcome in a two-arm randomized clinical trial

(2014) Victoria Liublinska et al.   STATISTICS IN MEDICINE

Analysis of Longitudinal Trials with Protocol Deviation: A Framework for Relevant, Accessible Assumptions, and Inference via Multiple Imputation

(2013) James R. Carpenter et al.   Journal of Biopharmaceutical Statistics

Some approximations of the logistic distribution with application to the covariance matrix of logistic regression

(2013) Ronnie Pingel   STATISTICS & PROBABILITY LETTERS

A Note on MAR, Identifying Restrictions, Model Comparison, and Sensitivity Analysis in Pattern Mixture Models with and without Covariates for Incomplete Data

(2011) Chenguang Wang et al.   BIOMETRICS

Multiple imputation using chained equations: Issues and guidance for practice

(2010) Ian R. White et al.   STATISTICS IN MEDICINE

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION