research
∙
02/11/2023
Confidence and Uncertainty Assessment for Distributional Random Forests
The Distributional Random Forest (DRF) is a recently introduced Random F...
share
research
∙
10/26/2022
R-NL: Fast and Robust Covariance Estimation for Elliptical Distributions in High Dimensions
We combine Tyler's robust estimator of the dispersion matrix with nonlin...
research
∙
09/21/2021
PKLM: A flexible MCAR test using Classification
We develop a fully non-parametric, fast, easy-to-use, and powerful test ...
research
∙
06/07/2021
Proper Scoring Rules for Missing Value Imputation
Given the prevalence of missing data in modern statistical research, a b...
research
∙
05/12/2020
High Probability Lower Bounds for the Total Variation Distance
The statistics and machine learning communities have recently seen a gro...
research
∙
03/14/2019