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

Meta-analysis: advanced topics — academic and practical reference

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction # Quantitative Research Methodology

Overview

Topics covered

  • Introduction
  • Meta-Analysis: Advanced Topics and Trends
  • Review of Fundamental Models and Inference under Low Power
  • The Hartung-Knapp-Sidik-Jonkman (HKSJ) Adjustment
  • Robust Heterogeneity Estimators ( )
  • Advanced Meta-Regression

Related concepts

Main connections

  • Meta-analysis & heterogeneity
  • Variance & standard deviation
  • Mixed & multilevel models (GLMM)
  • Bayes' theorem & priors
  • Permutation & exact tests
  • Mean & expected value

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 \mathcal{N}(0, v_i)