Experimental Design & Data Collection · Survey Design & Psychometrics

Complex survey design: processing, advanced statistical analysis, and variance estimation

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Theoretical Statistics and Applied Inference

Overview

Topics covered

  • Introduction
  • Analysis of Complex Survey Data
  • Introduction and Methodological Context
  • Structural Components of Complex Surveys
  • 2.1 Stratification
  • 2.2 Clustering and Multistage Sampling

Related concepts

Main connections

  • Variance & standard deviation
  • Missing data & multiple imputation
  • Bootstrap resampling
  • Unsupervised learning & clustering
  • Calculus & differentiation
  • Linear algebra & matrices

Compatible notation

Mathematical sample in LaTeX

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

𝒰=⋃h=1H𝒰hY𝒰h∩𝒰h'=∅∀h≠h'
View LaTeX source\mathcal{U} = \bigcup_{h=1}^H \mathcal{U}_h \quad \text{Y} \quad \mathcal{U}_h \cap \mathcal{U}_{h'} = \emptyset \quad \forall h \neq h'