Empirical covariance operator
= Empirical covariance operator
{title2=$\widehat C$}
For observations $X_1,\ldots,X_n$ and a chosen center $m$, the empirical covariance operator is $\widehat C_m=n^{-1}\sum_i(X_i-m)\otimes(X_i-m)$. Its expectation equals the population covariance plus the rank-one operator formed from the centering error.