Mean Estimation with Covariates under Synthetic Contamination

Explore how contamination fraction, dimension, and sample size affect regression estimators in the iterative contamination model.

0.20
5
500
10
OLS Final MSE
Weighted OLS Final MSE
Huber Final MSE
Oracle Final MSE

MSE Across Rounds

MSE vs Contamination Fraction

Bias vs Variance Decomposition

Dimension Scaling