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| Software | SEM Capabilities | Learning Curve | |----------|----------------|----------------| | | Full SEM, CFA, path analysis, mediation | Steep – requires coding | | JASP | SEM module available via add-on | Moderate – GUI based | | Jamovi | SEM with 'snowRMM' module | Moderate – GUI based | | Onyx | Bayesian SEM, graphical interface | Moderate | | Mx (OpenMx in R) | Advanced SEM for complex models | Very steep | consider these free