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 2012 · math.STShow all

2 papers · 2 filters

math.ST2012★ 18 cited

Hypersurfaces and their singularities in partial correlation testing

Shaowei Lin, Caroline Uhler, Bernd Sturmfels +1

An asymptotic theory is developed for computing volumes of regions in the parameter space of a directed Gaussian graphical model that are obtained by bounding partial correlations.…

math.ST2012★ 11 cited

A robust, adaptive M-estimator for pointwise estimation in heteroscedastic regression

Michaël Chichignoud, Johannes Lederer

We introduce a robust and fully adaptive method for pointwise estimation in heteroscedastic regression. We allow for noise and design distributions that are unknown and fulfill ver…