This function performs imputation using MICE and Distributional Random Forest
Usage
mice.impute.DRF(
y,
ry,
x,
wy = NULL,
min.node.size = 1,
num.features = 10,
num.trees = 10,
...
)References
This method is described in detail in:
Näf, J., Scornet, E., & Josse, J. (2024). What is a good imputation under MAR missingness?. arXiv. https://arxiv.org/abs/2403.19196
It's based on:
Cevid, D., Michel, L., Näf, J., Meinshausen, N., and B¨ uhlmann, P. (2022). Distributional random forests: Heterogeneity adjustment and multivariate distributional regression. Journal of Machine Learning Research, 23(333):1–79.