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Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies
17 January 2024
Jakob Schwerter
Ketevan Gurtskaia
Andrés Romero
Birgit Zeyer-Gliozzo
Markus Pauly
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Papers citing
"Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies"
4 / 4 papers shown
Title
Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study
Jakob Schwerter
Andrés Romero
Florian Dumpert
Markus Pauly
67
0
0
18 Dec 2024
Adapting tree-based multiple imputation methods for multi-level data? A simulation study
Ketevan Gurtskaia
Jakob Schwerter
Philipp Doebler
Markus Pauly
Philipp Doebler
AI4CE
58
0
0
25 Jan 2024
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R
Marvin N. Wright
A. Ziegler
93
2,708
0
18 Aug 2015
MissForest - nonparametric missing value imputation for mixed-type data
D. Stekhoven
Peter Buhlmann
157
4,191
0
04 May 2011
1