Search Results for author: Aaron A. King

Found 2 papers, 2 papers with code

Partially observed Markov processes with spatial structure via the R package spatPomp

1 code implementation4 Jan 2021 Kidus Asfaw, Joonha Park, Allister Ho, Aaron A. King, Edward Ionides

We consider models where the collection of states is a latent Markov process, and a time series of noisy or incomplete measurements is made on each unit.

Methodology Computation

Time series analysis via mechanistic models

1 code implementation31 Jan 2008 Carles Bretó, Daihai He, Edward L. Ionides, Aaron A. King

We introduce a class of implicitly specified Markov chains with stochastic transition rates, and we demonstrate its applicability to open problems in statistical inference for biological systems.

Statistics Theory Statistics Theory

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