169 citations · 171 across the 4 of their papers we have counts for
4 papers
panelPomp: Analysis of Panel Data via Partially Observed Markov Processes in R
Carles Bretó, Jesse Wheeler, Aaron A. King +1
Panel data arise when time series measurements are collected from multiple, dynamically independent but structurally related systems. Each system's time series can be modeled as a…
Co-jumps and Markov counting systems in random environments
Carles Bretó
We provide transition rates for Markov counting systems subject to correlated environmental noises motivated by multi-strain disease models. Such noises induce simultaneous counts,…
Trajectory composition of Poisson time changes and Markov counting systems
Carles Bretó
Changing time of simple continuous-time Markov counting processes by independent unit-rate Poisson processes results in Markov counting processes for which we provide closed-form t…
Time series analysis via mechanistic models
Carles Bretó, Daihai He, Edward L. Ionides +1
The purpose of time series analysis via mechanistic models is to reconcile the known or hypothesized structure of a dynamical system with observations collected over time. We devel…