119 citations · 119 across the 2 of their papers we have counts for
2 papers
physics.data-an2012
Moving Taylor Bayesian Regression for nonparametric multidimensional function estimation with possibly correlated errors
Jobst Heitzig
We present a nonparametric method for estimating the value and several derivatives of an unknown, sufficiently smooth real-valued function of real-valued arguments from a finite sa…
physics.data-an2012★ 119 cited
Analytical framework for recurrence-network analysis of time series
Jonathan F. Donges, Jobst Heitzig, Reik V. Donner +1
Recurrence networks are a powerful nonlinear tool for time series analysis of complex dynamical systems. {While there are already many successful applications ranging from medicine…