Life Science Zurich

output

20112025

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.

A. Dear1 · h 20
A. Riebler1 · h 21
A. Statham1 · h 31
C. Mein1 · h 30
C. Stirzaker1 · h 40
D. Stekhoven1 · h 21
Gilles Kratzer1 · h 9
G. Meisl1 · h 45
Jenny Song1 · h 26
Jing Hu1 · h 3
Mark D. Robinson1 · h 3
M. Menigatti1 · h 25

collaborating institutions

University of ZurichCH3 papers
ZHAW Zurich University of Applied SciencesCH3 papers
ETH ZurichCH2 papers
SIB Swiss Institute of BioinformaticsCH2 papers
Garvan Institute of Medical ResearchAU1 paper
Lund UniversitySE1 paper
Norwegian University of Science and TechnologyNO1 paper
Queen Mary University of LondonGB1 paper
Seminar for StatisticsCH1 paper
St Vincent's ClinicAU1 paper
University of CambridgeGB1 paper
UNSW SydneyAU1 paper

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stat.AP2011★ 6.4k cited

MissForest - nonparametric missing value imputation for mixed-type data

Daniel J. Stekhoven, Peter Bühlmann

Modern data acquisition based on high-throughput technology is often facing the problem of missing data. Algorithms commonly used in the analysis of such large-scale data often dep…