Given a sequence of independent random variates ,
, ..., if
and
then
This means that if the Lindeberg condition holds for the sequence of variates , ..., then the variance of
an individual term in the sum
of
is asymptotically negligible. For such sequences, the Lindeberg condition is necessary
as well as sufficient for the Lindeberg-Feller
central limit theorem to hold.