Comparing causality measures of fMRI data using PCA, CCA and vector autoregressive modelling.
Adnan ShahMuhammad Usman KhalidAbd-Krim SeghouanePublished in: EMBC (2012)
Keyphrases
- canonical correlation analysis
- principal component analysis
- causal reasoning
- principal components analysis
- dimensionality reduction
- face recognition
- causal relationships
- dimension reduction
- causal models
- dimensionality reduction methods
- multivariate time series
- empirically derived
- support vector
- stochastic processes