"Sound and Fury": Nonlinear Functionals of Volatility Matrix in the Presence of Jump and Noise

Richard Y. Chen

This paper resolves a pivotal open problem on nonparametric inference for nonlinear functionals of volatility matrix. Multiple prominent statistical tasks can be formulated as func…