Block-diagonal idiosyncratic covariance estimation in high-dimensional factor models for financial time series

Lucija Žignić, Stjepan Begušić, Zvonko Kostanjčar

Estimation of high-dimensional covariance matrices in latent factor models is an important topic in many fields and especially in finance. Since the number of financial assets grow…