Joint Linear Trend Recovery Using L1 Regularization

Xiaoli Gao, Ejaz Ahmed

This paper studies the recovery of a joint piece-wise linear trend from a time series using L1 regularization approach, called L1 trend filtering (Kim, Koh and Boyd, 2009). We prov…