Time Series, Health & Evidence Synthesis · Meta-Analysis & Evidence Synthesis

Meta-analysis: meta-regression and subgroup analysis

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Quantitative Synthesis of Evidence

Overview

Topics covered

  • Introduction
  • Meta-analysis: Subgroup Analysis and Meta-regression
  • Introduction to Evidence Synthesis and Heterogeneity
  • 1.1 Structure of the Random Effects Model
  • Inference and Quantification of Inter-Study Variability
  • 2.1 Cochran's : Sample Inconsistency Test

Related concepts

Main connections

  • Variance & standard deviation
  • Meta-analysis & heterogeneity
  • Mean & expected value
  • Mixed & multilevel models (GLMM)
  • Linear algebra & matrices
  • Permutation & exact tests

Compatible notation

Mathematical sample in LaTeX

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

yi=θi+ei,ei∼N(0,vi)
View LaTeX sourcey_i = \theta_i + e_i, \quad e_i \sim N(0, v_i)