Introduction
What this guide covers
Introduction Introduction Advanced Computational Inference
Overview
Topics covered
- Introduction
- Non-Parametric Statistics: Resampling and Permutation Methods
- Introduction to Non-Parametric Inference and Motivation
- Analytical Foundations: Empirical Distribution and the Plug-in Principle
- The Plug-in Principle and Statistical Functionals
- The Bootstrap Method (Efron's Bootstrap)
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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\hat{F}_n(x) = \frac{1}{n} \sum_{i=1}^n \ind_{\{X_i \le x\}}, \quad x \in \R