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IBM SPSS Amos 31, the latest version

IBM SPSS Amos 31 is the latest version of IBM’s structural equation modeling (SEM) software, designed for visual modeling of relationships among observed and latent variables.

Key Features of IBM SPSS Amos 31:

1. Graphical User Interface (GUI): Allows drag-and-drop path diagram creation without writing code.
2. Bayesian Estimation: Support for Bayesian methods in SEM, useful with small sample sizes or complex models.
3. Bootstrap Analysis: Enhanced bootstrapping options for robust standard errors and confidence intervals.
4. Improved Integration: Better compatibility with IBM SPSS Statistics (though Amos is a separate product, it can import SPSS .sav files directly).
5. Model Fit Statistics: Comprehensive fit indices (e.g., CFI, TLI, RMSEA, χ²) to evaluate model adequacy.
6. Latent Variable Modeling: Supports confirmatory factor analysis (CFA), path analysis, and full SEM.
7. Multi-group Analysis: Compare structural models across different groups (e.g., gender, country).
8. Missing Data Handling: Full information maximum likelihood (FIML) estimation for missing data.
9. User Interface Updates: Modernized interface with better scaling on high-DPI displays (important for newer Windows/macOS systems).
10. License Management: Uses IBM’s newer license key system (e.g., License Key Server or named-user licenses).

Build structural equation models with more accuracy than standard multivariate statistics models using intuitive drag-and-drop functionality

IBM® SPSS® Amos gives you the power to easily perform structural equation modeling (SEM). Using SEM, you can quickly create models to test hypotheses and confirm relationships among observed and latent variables – moving beyond regression to gain additional insight.