Adapting tree-based multiple imputation methods for multi-level data? A simulation study

25 January 2024

Markus Pauly

Philipp Doebler

Papers citing "Adapting tree-based multiple imputation methods for multi-level data? A simulation study"

4 / 4 papers shown

Title
Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies Jakob Schwerter Ketevan Gurtskaia Andrés Romero Birgit Zeyer-Gliozzo Markus Pauly 16 2 0 17 Jan 2024
Random Forest Missing Data Algorithms Fei Tang H. Ishwaran 48 515 0 19 Jan 2017
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