Covariance Matrix Estimation for High-Dimensional Interval-Valued Data with Positive Definiteness

Wan Tian, Wenhao Cui, Rui Zhang +3

In the realm of high-dimensional data analysis, the estimation of covariance matrices is a fundamental task, and this holds true for interval-valued data as well. However, there is…