 Two-sample FPCA mean statistic

For two independent samples of size $n$ with a common covariance eigenbasis, the two-sample FPCA mean statistic isUnder equality of means and consistent pooled eigencomponent estimates, it converges to a chi-squared distribution with $K$ degrees of freedom.