An Introduction to Shrinkage Estimation of the Covariance Matrix: A Pedagogic Illustration

Shrinkage estimation of the covariance matrix of asset returns was introduced to the finance profession several years ago. Since then, the approach has also received considerable attention in various life science studies, as a remedial measure for covariance matrix estimation with insufficient obser...

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Bibliographic Details
Main Author: Clarence C. Y. Kwan
Format: Article
Language:English
Published: McMaster University
Series:Spreadsheets in Education
Online Access:http://sie.scholasticahq.com/article/4569-an-introduction-to-shrinkage-estimation-of-the-covariance-matrix-a-pedagogic-illustration.pdf