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 2017 · math.STShow all

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math.ST2017★ 35 cited

Score estimation in the monotone single index model

Fadoua Balabdaoui, Piet Groeneboom, Kim Hendrickx

We consider estimation in the single index model where the link function is monotone. For this model a profile least squares estimator has been proposed to estimate the unknown lin…

math.ST2017★ 14 cited

Asymptotic Confidence Regions for High-dimensional Structured Sparsity

Benjamin Stucky, Sara van de Geer

In the setting of high-dimensional linear regression models, we propose two frameworks for constructing pointwise and group confidence sets for penalized estimators which incorpora…