Lasso Guarantees for Time Series Estimation Under Subgaussian Tails and $\beta$-Mixing

Kam Chung Wong, Zifan Li, Ambuj Tewari

Many theoretical results on estimation of high dimensional time series require specifying an underlying data generating model (DGM). Instead, along the footsteps of~\cite{wong2017l…