output
20072022
most citedMissForest - nonparametric missing value imputation for mixed-type data

6.4k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2022 · stat.MEShow all

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stat.ME2022★ 12 cited

Assessing replicability with the sceptical p-value: Type-I error control and sample size planning

Charlotte Micheloud, Fadoua Balabdaoui, Leonhard Held

We study a statistical framework for replicability based on a recently proposed quantitative measure of replication success, the sceptical -value. A recalibration is proposed to…

stat.ME2022★ 3 cited

Treatment Effect Estimation with Observational Network Data using Machine Learning

Corinne Emmenegger, Meta-Lina Spohn, Timon Elmer +1

Causal inference methods for treatment effect estimation usually assume independent units. However, this assumption is often questionable because units may interact, resulting in s…