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stat.ME2026
Multivariate Multinomial Logit Model with ANOVA Decomposition for Correlated Categorical Outcomes
Sohyeon Kim, Luo Xiao, Xinming An +1
In medical research, patients often have multiple interdependent outcomes, such as posttraumatic stress disorder (PTSD), depression, and pain among trauma survivors. Most existing…
stat.ME2025
Multivariate Zero-Inflated Causal Model for Regional Mobility Restriction Effects on Consumer Spending
Taekwon Hong, Wenbin Lu, Shu Yang +1
The COVID-19 pandemic presents challenges to both public health and the economy. Our objective is to examine how household expenditure, a significant component of private demand, r…
stat.ME2024
Off-Policy Evaluation with Irregularly-Spaced, Outcome-Dependent Observation Times
Xin Chen, Wenbin Lu, Shu Yang +1
While the classic off-policy evaluation (OPE) literature commonly assumes decision time points to be evenly spaced for simplicity, in many real-world scenarios, such as those invol…