Experimental Design & Data Collection · Survey Sampling & Estimation

Stratified Sampling — Advanced Statistical Theory

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Statistics — Sampling Theory

Overview

Topics covered

  • Introduction
  • Stratified Sampling
  • Introduction and Theoretical Context
  • Deep Statistical Motivation
  • Formal Statistical Notation
  • Formal Definition of Stratified Sampling

Related concepts

Main connections

  • Variance & standard deviation
  • Survey sampling methods
  • Mean & expected value
  • Epidemiological measures & risk ratios
  • Calculus & differentiation
  • Meta-analysis & heterogeneity

Compatible notation

Mathematical sample in LaTeX

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

S2=1N−1∑h=1L∑i=1Nh(yhi−Y‾)2=SW2+SB2
View LaTeX sourceS^2 = \frac{1}{N-1}\sum_{h=1}^{L}\sum_{i=1}^{N_h}(y_{hi} - \bar{Y})^2 = S^2_W + S^2_B