Before revision: Estimating and storing the covariance (or correlation) matrix of high-dimensional data is computationally challenging . For this problem, both memory and computational requirements scale quadratically with the dimension.
After revision: Estimating and storing the covariance (or correlation) matrix of high-dimensional data is computationally challenging because both memory and computational requirements scale quadratically with the dimension.