Lectures by A.V. Shklyaev on non-parametric statistics read on the Faculty of Mathematics and Mechanics of MSU in 2018
Introduction to non-parametric statistics
Asymptotic Normality
Delta Method
Jackknife method
The Bootstrap
Robust statistics
The asymptotic breakdown point
Symmetrical distributions
Trimmed means
Rank Estimators
Hodges-Lehman estimator