6 citations · 7 across the 11 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
math.NA2020
A Higher Order Unscented Transform
Deanna Easley, Tyrus Berry
We develop a new approach for estimating the expected values of nonlinear functions applied to multivariate random variables with arbitrary distributions. Rather than assuming a pa…
stat.ME2020
A Poisson Kalman filter for disease surveillance
Donald Ebeigbe, Tyrus Berry, Steven J. Schiff +1
An optimal filter for Poisson observations is developed as a variant of the traditional Kalman filter. Poisson distributions are characteristic of infectious diseases, which model…
math.ST2020
Bridging data science and dynamical systems theory
Tyrus Berry, Dimitrios Giannakis, John Harlim
This short review describes mathematical techniques for statistical analysis and prediction in dynamical systems. Two problems are discussed, namely (i) the supervised learning pro…