Most Recent Additions*
Causal Mediation Analysis for Difference-in-Difference Design and Panel Data
Pei-Hsuan Hsia, An-Shun Tai, Chu-Lan Michael Kao, Yu-Hsuan Lin, and Sheng-Hsuan Lin
Ratio and Difference of Average Hazard with Survival Weight: New Measures to Quantify Survival Benefit of New Therapy
HAJIME UNO and MIKI HORIGUCHI
On The Conventional Definition Of Path-Specific Effects - fully mediated interaction with multiple ordered mediators
An-Shun Tai, Le-Hsuan Liao, and Sheng-Hsuan Lin
Causal Mediation Analysis with Multiple Time-Varying Mediators
An-Shun Tai, Sheng-Hsuan Lin, Yu-Cheng Chu, Tsung Yu, Milo A. Puhan, and Tyler VanderWeele
Power calculation for cross-sectional stepped-wedge cluster randomized trials with binary outcomes
Linda J. Harrison and Rui Wang
Identification And Robust Estimation Of Swapped Direct And Indirect Effects: Mediation Analysis With Unmeasured Mediator–Outcome Confounding And Intermediate Confounding
An-Shun Tai and Sheng-Hsuan Lin
A modular framework for early-phase seamless oncology trials
Philip S. Boonstra, Thomas M. Braun, and Elizabeth C. Chase
Shrinkage Priors for Isotonic Probability Vectors and Binary Data Modeling
Philip S. Boonstra, Daniel R. Owen, and Jian Kang
Robust inference on effects attributable to mediators: A controlled-direct-effect-based approach for causal effect decomposition with multiple mediators
An-Shun Tai, Yi-Juan Du, and Sheng-Hsuan Lin
Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure
An-Shun Tai and Sheng-Hsuan Lin
Survival mediation analysis with the death-truncated mediator: The completeness of the survival mediation parameter
An-Shun Tai, Chun-An Tsai, and Sheng-Hsuan Lin
Randomization-Based Confidence Intervals for Cluster Randomized Trials
Dustin J. Rabideau and Rui Wang
Estimating Marginal Hazard Ratios by Simultaneously Using A Set of Propensity Score Models: A Multiply Robust Approach
Di Shu, Peisong Han, Rui Wang, and Sengwee Toh
Statistical Inference for Networks of High-Dimensional Point Processes
Xu Wang, Mladen Kolar, and Ali Shojaie
Generalized Matrix Decomposition Regression: Estimation and Inference for Two-way Structured Data
Yue Wang, Ali Shojaie, Tim Randolph, and Jing Ma
Estimation of Conditional Power for Cluster-Randomized Trials with Interval-Censored Endpoints
Kaitlyn Cook and Rui Wang
Variance Estimation in Inverse Probability Weighted Cox Models
Di Shu, Jessica G. Young, Sengwee Toh, and Rui Wang
General approach of causal mediation analysis with causally ordered multiple mediators and survival outcome
An-Shun Tai, Pei-Hsuan Lin, Yen-Tsung Huang, and Sheng-Hsuan Lin
Residual-based Tree for Clustered Binary Data
Rong Xia and Mousumi Banerjee
Model-Robust Inference for Clinical Trials that Improve Precision by Stratified Randomization and Adjustment for Additional Baseline Variables
Bingkai Wang, Ryoko Susukida, Ramin Mojtabai, Masoumeh Amin-Esmaeili, and Michael Rosenblum
*Updated as of 12/01/21.