Huo, Lijuan; Kim, Tae-Hwan; Kim, Yunmi - In: Finance Research Letters 9 (2012) 3, pp. 121-134
Outliers can have a considerable influence on the conventional measure of covariance, which may lead to a misleading understanding of the comovement between two variables. Both an analytical derivation and Monte Carlo simulations show that the conventional measure of covariance can be heavily...