demean requests that xtunitroot first subtract the cross-sectional averages
from the series. When specified, for each time period xtunitroot computes
the mean of the series across panels and subtracts this mean from the
series. Levin, Lin, and Chu suggest this procedure to mitigate the impact
of cross-sectional dependence.