Fast Covariance Estimation for High-dimensional Functional Data

Luo Xiao, David Ruppert, Vadim Zipunnikov +1

For smoothing covariance functions, we propose two fast algorithms that scale linearly with the number of observations per function. Most available methods and software cannot smoo…