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Choosing a MARS Workflow

MARS Model Examples

Within-Study Variance-Covariance Metrics in MARS

Core Extensions

Methodology-Adjusted Substantive Meta-Regression (MASMR)

EM Imputation for Missing Moderator Data

Scale-Location Models with MARS

User-Specified Heterogeneity in MARS

Alternative Estimation Frameworks with `mars`

Repeated-Effects Multivariate Meta-analysis

Single-Case Effect Sizes

Profile Likelihood with MARS

Random Forest Meta-Analysis

Diagnostics, Bias, and Reporting

Residual and Influence Diagnostics with MARS

Publication Bias Models with MARS

Synthesis-to-Factor Reporting Workflow

Correlation, Path, and Factor Workflows

Latent Factor Analysis After Correlation Synthesis

Mixed Correlation Synthesis for Path Analysis

Example Chapter Becker Aloe Cheung

Network Meta-Analysis

Network Meta-analysis with MARS

Repeated-Effects Network Meta-analysis

Alternative Estimation for Network Meta-analysis

Exploratory and Review Graphics

PRISMA Flow Diagrams

Risk of Bias Plots

Evidence Gap Maps