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physics.data-an2025
Transfer entropy for finite data
Alec Kirkley
Transfer entropy is a widely used measure for quantifying directed information flows in complex systems. While the challenges of estimating transfer entropy for continuous data are…
physics.soc-ph2025
Estimation of partial rankings from sparse, noisy comparisons
Sebastian Morel-Balbi, Alec Kirkley
Ranking items based on pairwise comparisons is common, from using match outcomes to rank sports teams to using purchase or survey data to rank consumer products. Statistical infere…