3 papers
stat.ME2025
Robust Simulation Based Inference
Lorenzo Tomaselli, Valérie Ventura, Larry Wasserman
Simulation-Based Inference (SBI) is an approach to statistical inference where simulations from an assumed model are used to construct estimators and confidence sets. SBI is often…
stat.ME2024
Causal Inference Using Augmented Epidemic Models
Heejong Bong, Valérie Ventura, Larry Wasserman
Epidemic models describe the evolution of a communicable disease over time. These models are often modified to include the effects of interventions (control measures) such as vacci…
stat.ME2023
Frequentist Inference for Semi-mechanistic Epidemic Models with Interventions
Heejong Bong, Valérie Ventura, Larry Wasserman
The effect of public health interventions on an epidemic are often estimated by adding the intervention to epidemic models. During the Covid-19 epidemic, numerous papers used such…