A Componentwise Estimation Procedure for Multivariate Location and Scatter: Robustness, Efficiency and Scalability

Soumya Chakraborty, Ayanendranath Basu, Abhik Ghosh

Covariance matrix estimation is an important problem in multivariate data analysis, both from theoretical as well as applied points of view. Many simple and popular covariance matr…