Measuring Connectivity in Linear Multivariate Processes with Penalized Regression Techniques
Y. Antonacci, J. Toppi, A. Pietrabissa, A. Anzolin, L. Astolfi
This paper compares OLS and penalized regression methods for connectivity analysis in time series data, showing penalized regression performs better with limited samples and real EEG data.
bioRxiv · Jul 17, 2023Bioengineering