  Using the most recent atmospheric neutrino data, as well as short-baseline,
long-baseline and tritium $\beta$-decay data we show that the joint
interpretation of the LSND, solar and atmospheric neutrino anomalies in (3+1)
sterile neutrino schemes is severely disfavored, in contrast to the
theoretically favored (2+2) schemes.
