3 papers
stat.ME2025
Dynamic Prediction of Joint Longitudinal-Survival Models Using a Similarity-Based Approach
Minzee Kim, Joel A. Dubin
Longitudinal and time-to-event data are often analyzed in biomarker research to study the association between the longitudinal biomarker measurements and the event-time outcome, in…
stat.ME2024
Causal Inference on Missing Exposure via Robust Estimation
Yuliang Shi, Yeying Zhu, Joel A. Dubin
How to deal with missing data in observational studies is a common concern for causal inference. When the covariates are missing at random (MAR), multiple approaches have been prov…
stat.ME2022
Functional Spherical Autocorrelation: A Robust Estimate of the Autocorrelation of a Functional Time Series
Chi-Kuang Yeh, Gregory Rice, Joel A. Dubin
We propose a new autocorrelation measure for functional time series that we term spherical autocorrelation. It is based on measuring the average angle between lagged pairs of serie…