15 citations · 27 across the 4 of their papers we have counts for
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math.ST2020★ 15 cited
Testing Conditional Independence via Quantile Regression Based Partial Copulas
Lasse Petersen, Niels Richard Hansen
The partial copula provides a method for describing the dependence between two random variables and conditional on a third random vector in terms of nonparametric resid…
stat.ML2020★ 7 cited
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
Sebastian Weichwald, Martin E Jakobsen, Phillip B Mogensen +3
In this article, we describe the algorithms for causal structure learning from time series data that won the Causality 4 Climate competition at the Conference on Neural Information…