Mullooly (1988) provides sufficient conditions under which the varianc
e of a left-truncated, non-negative random variable will be greater th
an the variance of the original variable. We consider this problem for
the class of exponential mixtures, and provide an explicit expression
for the inflation in variance in terms of the mixing density.