Introduction
What this guide covers
Introduction Expert Level Treatise
Overview
Topics covered
- Introduction
- Advanced Nonparametric Statistics: Beyond Ranges
- General Theory of U-Statistics and the Projection Method
- 1.1 Formal Definition of Estimable and U-Statistical Functionals
- 1.2 The Hoeffding Decomposition (Hájek Projection)
- Empirical Processes, Empirical CDF and Donsker's Theorem
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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\mathbb{E}_F[h(X_1, \dots, X_m)] = \int \dots \int h(x_1, \dots, x_m) \, dF(x_1) \dots dF(x_m) = \theta(F) \quad \forall F \in \mathcal{F}