Sequential Gaussian approximation for nonstationary time series in high dimensions

Fabian Mies, Ansgar Steland

Gaussian couplings of partial sum processes are derived for the high-dimensional regime $d=o(n^{1/3})$. The coupling is derived for sums of independent random vectors and subsequen…