Robust Nonparametric Methods for $\alpha$-Mixing Sequences via Median-of-Means

Attila Lovas, Marcell Tukora

The median-of-means (MoM) estimator is a robust alternative to the sample mean for heavy-tailed or contaminated data. While its non-asymptotic properties are well understood for i.…