850 citations · 1.9k across the 15 of their papers we have counts for
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physics.data-an2013★ 22 cited
Rapid and deterministic estimation of probability densities using scale-free field theories
Justin B. Kinney
The question of how best to estimate a continuous probability density from finite data is an intriguing open problem at the interface of statistics and physics. Previous work has a…
q-bio.QM2013★ 691 cited
Equitability, mutual information, and the maximal information coefficient
Justin B. Kinney, Gurinder S. Atwal
Reshef et al. recently proposed a new statistical measure, the "maximal information coefficient" (MIC), for quantifying arbitrary dependencies between pairs of stochastic quantitie…