Abstract
Volatility estimation is important in finance, for example, in asset pricing, risk management, and portfolio selection. Given this importance, several multivariate models have emerged. However, various studies consider that most models, or the way their estimates were initially proposed, are not suitable for high-dimensional settings. The main issue lies in the need to estimate a large nu…