25 citations · 52 across the 7 of their papers we have counts for
4 papers · 1 filter
Multitasking additional-to-driving: Prevalence, structure, and associated risk in SHRP2 naturalistic driving data
András Bálint, Carol A. C. Flannagan, Andrew Leslie +3
This paper 1) analyzes the extent to which drivers engage in multitasking additional-to-driving (MAD) under various conditions, 2) specifies odds ratios (ORs) of crashing associate…
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…