Sparsistent filtering of comovement networks from high-dimensional data

Arnab Chakrabarti, Anindya S. Chakrabarti

Network filtering is an important form of dimension reduction to isolate the core constituents of large and interconnected complex systems. We introduce a new technique to filter l…