2 papers
stat.ME2025
Poisson Approximate Likelihood versus the block particle filter for a spatiotemporal measles model
Kunyang He, Yize Hao, Edward L. Ionides
Filtering algorithms for high-dimensional nonlinear non-Gaussian partially observed stochastic processes provide access to the likelihood function and hence enable likelihood-based…
physics.ao-ph2024
Spatio-temporal Joint Analysis of PM2.5 and Ozone in California with INLA
Jianan Pan, Kunyang He, Kai Wang +2
The substantial threat of concurrent air pollutants to public health is increasingly severe under climate change. To identify the common drivers and extent of spatio-temporal simil…