19 citations · 43 across the 11 of their papers we have counts for
4 papers · 1 filter
Variance as a predictor of health outcomes: Subject-level trajectories and variability of sex hormones to predict body fat changes in peri- and post-menopausal women
Irena Chen, Zhenke Wu, Siobán D. Harlow +3
Longitudinal biomarker data and cross-sectional outcomes are routinely collected in modern epidemiology studies, often with the goal of informing tailored early intervention decisi…
Accounting for selection bias due to death in estimating the effect of wealth shock on cognition for the Health and Retirement Study
Yaoyuan Vincent Tan, Carol A. C. Flannagan, Lindsay R. Pool +1
The Health and Retirement Study is a longitudinal study of US adults enrolled at age 50 and older. We were interested in investigating the effect of a sudden large decline in wealt…
"Robust-squared" Imputation Models Using BART
Yaoyuan V. Tan, Carol A. C. Flannagan, Michael R. Elliott
Examples of "doubly robust" estimator for missing data include augmented inverse probability weighting (AIPWT) models (Robins et al., 1994) and penalized splines of propensity pred…
Predicting human-driving behavior to help driverless vehicles drive: random intercept Bayesian Additive Regression Trees
Yaoyuan Vincent Tan, Carol A. C. Flannagan, Michael R. Elliott
The development of driverless vehicles has spurred the need to predict human driving behavior to facilitate interaction between driverless and human-driven vehicles. Predicting hum…