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The Probabilistic Latent Variable Modeling (PLVM) toolbox for multisubject data currently consists of:
- Probabilistic Sparse Principal Component Analysis (psPCA)
- Probabilistic Sparse Factor Analysis (psFA)
Where multisubject data is handled by assuming a shared loading matrix across subjects. Variational inference is used to find approximate solution to the two problems.