Bayesian Hierarchical Time-Varying Distributed Lag Nonlinear Model: Applications in the Short-Term Association between Ambient Temperature and Daily Confirmed Cases of COVID-19

This work develops a Bayesian hierarchical time-varying distributed lag nonlinear model and applies it to the association between ambient temperature and daily confirmed COVID-19 cases.

Recommended citation: Han, D., Lee, K., Chung, Y., Kobayashi, G., and Choi, T. (2025). "Bayesian Hierarchical Time-Varying Distributed Lag Nonlinear Model: Applications in the Short-Term Association between Ambient Temperature and Daily Confirmed Cases of COVID-19." Journal of Applied Statistics.