Quantities that depend on the collective effects of groups of particle
s cannot be obtained from the standard Boltzmann transport equation. M
onte Carlo estimates of these quantities are called non-Boltzmann tall
ies and have become increasingly important recently. Standard Monte Ca
rlo variance reduction techniques were designed for tallies based on i
ndividual particles rather than groups of particles. Experience with n
on-Boltzmann tallies and analog Monte Carlo has demonstrated the sever
e limitations of analog Monte Carlo for many non-Boltzmann tallies. In
fact, many calculations absolutely require variance reduction methods
to achieve practical computation times. A description is given of how
variance reduction techniques can be applied when non-Boltzmann estim
ates are desired.