Comparison among High Dimensional Covariance Matrix Estimation Methods Comparación entre métodos de estimación de matrices de covarianza de alta dimensionalidad

Accurate measures of the volatility matrix and its inverse play a central role in risk and portfolio management problems. Due to the accumulation of errors in the estimation of expected returns and covariance matrix, the solution to these problems is very sensitive, particularly when the number of a...

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Bibliographic Details
Main Authors: SANTIAGO GALLÓN, KAROLL GÓMEZ
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2011-01-01
Series:Revista Colombiana de Estadística
Subjects:
Online Access:http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0120-17512011000300009