We consider a server-based distributed architecture where the agents interact with ... In noise-free systems, the recently proposed distributed linear regression algorithm, named the Iteratively ...

As one of the important statistical methods, quantile regression(QR) extends traditional regression analysis. In QR, various quantiles of the response variable are modeled as linear functions ...

Abstract: This technical note deals with switched linear system identification and more particularly aims at solving switched linear regression problems in a ... us to derive a computationally ...