11 citations · 17 across the 3 of their papers we have counts for
3 papers
A tutorial on spatiotemporal partially observed Markov process models via the R package spatPomp
Kidus Asfaw, Joonha Park, Aaron A. King +1
We describe a computational framework for modeling and statistical inference on high-dimensional stochastic dynamic systems. Our primary motivation is the investigation of metapopu…
Bagged filters for partially observed interacting systems
Edward L. Ionides, Kidus Asfaw, Joonha Park +1
Bagging (i.e., bootstrap aggregating) involves combining an ensemble of bootstrap estimators. We consider bagging for inference from noisy or incomplete measurements on a collectio…
Monte Carlo profile confidence intervals
Edward L. Ionides, Carles Breto, Joonha Park +2
Monte Carlo methods to evaluate and maximize the likelihood function enable the construction of confidence intervals and hypothesis tests, facilitating scientific investigation usi…