Advanced statistical inference · Nonparametric statistics for a single sample

Introduction

What this guide covers

Introduction Introduction Advanced Statistics · Free Distribution Methods

Overview

Topics covered

• Introduction
• Non-Parametric Statistics: Single Sample Tests
• Fundamentals and perspective of non-parametric inference
• The Theory of Measurement Scales
• Order Statistics and Introduction to the Empirical Distribution Function
• The Binomial test and the Runs Test

Related concepts

Main connections

• Non-parametric tests
• Hypothesis testing
• Variance & standard deviation
• Bootstrap resampling
• Binomial distribution
• Calculus & differentiation

Compatible notation

Mathematical sample in LaTeX

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