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SUMO 1.2.1

Minor Enhancements

• Noise modeling using real data statistics: Added real_stats = TRUE and real_means_vars arguments to simulateMultiOmics(). This allows users to simulate omics datasets where the background noise is modeled to match real-world omic-specific mean and variance profiles.
• Signal-free omics still receive noise: Omics datasets that are not mapped to any latent factor now still receive noise values, ensuring more realistic simulation structure across all omics.
• Improved error handling: Enhanced error messages for better clarity when issues arise during simulation. This includes more informative messages when omics are not mapped to latent factors.
• Documentation updates: Updated documentation to reflect the new features and improvements in the package. This includes examples and explanations for the new real_stats functionality.
• Code optimization: Optimized internal code for better performance and efficiency in simulations. This includes improvements in how noise is generated and applied to omics datasets.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.