85 citations · 337 across the 15 of their papers we have counts for
3 papers · 1 filter
Detection of Local Mixing in Time-Series Data Using Permutation Entropy
Michael Neuder, Elizabeth Bradley, Edward Dlugokencky +2
While it is tempting in experimental practice to seek as high a data rate as possible, oversampling can become an issue if one takes measurements too densely. These effects can tak…
A new method for choosing parameters in delay reconstruction-based forecast strategies
Joshua Garland, Ryan G. James, Elizabeth Bradley
Delay-coordinate reconstruction is a proven modeling strategy for building effective forecasts of nonlinear time series. The first step in this process is the estimation of good va…
Model-free quantification of time-series predictability
Joshua Garland, Ryan James, Elizabeth Bradley
This paper provides insight into when, why, and how forecast strategies fail when they are applied to complicated time series. We conjecture that the inherent complexity of real-wo…