Probability & Statistical Inference · Statistical Inference & Estimation

Sampling distributions — Probability and statistics

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction introduction introduction Probability and Mathematical Statistics

Overview

Topics covered

  • Introduction
  • Theory of Sampling Distributions
  • Fundamental Concepts
  • Notation and Symbols
  • Sample Distribution of the Mean
  • Central Limit Theorem

Related concepts

Main connections

  • Variance & standard deviation
  • Mean & expected value
  • Conditional probability & independence
  • Confidence interval
  • Quantiles & percentiles
  • Skewness & kurtosis

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

f(x)=1σ2πe−(x−μ)22σ2
View LaTeX sourcef(x)=\frac{1}{\sigma\sqrt{2\pi}}e^{-\frac{(x-\mu)^2}{2\sigma^2}}