2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.AP2020★ 2 cited
A simple test for causality in complex systems
Kristian Agasøster Haaga, David Diego, Jo Brendryen +1
We provide a new solution to the long-standing problem of inferring causality from observations without modeling the unknown mechanisms. We show that the evolution of any dynamical…
nlin.CD2018
Transfer entropy computation using the Perron-Frobenius operator
David Diego, Kristian Agasøster Haaga, Bjarte Hannisdal
We propose a method for computing the transfer entropy between time series using Ulam's approximation of the Perron-Frobenius (transfer) operator associated with the map generating…