28 citations · 29 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
A tutorial on panel data analysis using partially observed Markov processes via the R package panelPomp
Carles Breto, Jesse Wheeler, Aaron A. King +1
The R package panelPomp supports analysis of panel data via a general class of partially observed Markov process models (PanelPOMP). This package tutorial describes how the mathema…
Exact phylodynamic likelihood via structured Markov genealogy processes
Aaron A. King, Qianying Lin, Edward L. Ionides
We show that each member of a broad class of Markovian population models induces a unique stochastic process on the space of genealogies. We construct this genealogy process and de…