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| Feature | Description | |---------|-------------| | Graphical SEM interface | Draw path diagrams directly; no syntax required. | | Bootstrapping | Estimate standard errors and confidence intervals. | | Missing data estimation | Using Full Information Maximum Likelihood (FIML). | | Modification indices | Improve model fit in confirmatory analysis. | | Non-normal data handling | Bootstrap and Bayesian methods. | | Multigroup analysis | Test invariance across groups. | | Basic and advanced imputation | Regression and stochastic imputation methods. | | Integration with SPSS | Import/export .sav files directly. | ibm spss amos 24 free download high quality

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5. Python with semopy (Free, script-based)

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