Title
Multi-Channel Factor Analysis With Common and Unique Factors.
Abstract
This work presents a generalization of classical factor analysis (FA). Each of M channels carries measurements that share factors with all other channels, but also contains factors that are unique to the channel. Furthermore, each channel carries an additive noise whose covariance is diagonal, as is usual in factor analysis, but is otherwise unknown. This leads to a problem of multi-channel factor...
Year
DOI
Venue
2020
10.1109/TSP.2019.2955829
IEEE Transactions on Signal Processing
Keywords
Field
DocType
Covariance matrices,Brain modeling,Load modeling,Maximum likelihood estimation,Signal processing algorithms,Loading
Cognitive science,Psychology,Multi channel,Applied psychology
Journal
Volume
ISSN
Citations 
68
1053-587X
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
David Ramírez120620.05
Ignacio Santamaría294181.56
Louis L. Scharf32525414.45
Steven Van Vaerenbergh425719.82