Module V — Sparse Cointegration

Status: outline. Lecture body not authored.

LASSO, Adaptive LASSO, penalised VECM, sparse reduced-rank structures, sparse cointegrating vectors, support recovery.

Unique process — Sparse ≠ stable ≠ tradable

A sparse vector is not automatically a stable vector, and a stable sparse vector is not automatically a tradable basket.