A data collection with one unrelated dataset
| 1 | 
A list with elements
| data | Data collection as a list of data.frames | 
| Z_all | Signals shared by all datasets in the collection | 
| Z_sub | Signals not shared by all datasets | 
| W_all | Mixing weights for Z_all | 
| W_sub | Mixing weights for Z_sub | 
| E | Noise | 
| var.coef | Noise multiplication factor used | 
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