85 citations · 206 across the 12 of their papers we have counts for
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stat.ME2022★ 1 cited
Causal discovery under a confounder blanket
David S. Watson, Ricardo Silva
Inferring causal relationships from observational data is rarely straightforward, but the problem is especially difficult in high dimensions. For these applications, causal discove…
stat.ME2019
Testing Conditional Independence in Supervised Learning Algorithms
David S. Watson, Marvin N. Wright
We propose the conditional predictive impact (CPI), a consistent and unbiased estimator of the association between one or several features and a given outcome, conditional on a red…