Although the volume fraction is a constant for a statistically homogen
eous random medium, on a spatially local level it fluctuates. We study
the full distribution of volume fraction within an observation window
of finite size for models of random media. A formula due to Lu and To
rquato for the standard deviation or ''coarseness'' associated with th
e local volume fraction xi is extended for the nth moment of xi for an
y n. The distribution function F-L Of the local volume fraction of fiv
e different model microstructures is evaluated using analytical and co
mputer-simulation methods for a wide range of window sizes and overall
volume fractions. On the line, we examine a system of fully penetrabl
e rods and a system of totally impenetrable rods formed by random sequ
ential addition (RSA). In the plane, we study RSA totally impenetrable
disks and fully penetrable aligned squares. In three dimensions, we s
tudy fully penetrable aligned cubes. In the case of fully penetrable r
ods, we will also simplify and numerically invert a prior analytical r
esult for the Laplace transform of F-L In all of these models, we show
that, for sufficiently large window sizes, F-L can be reasonably appr
oximated by the normal distribution. (C) 1997 American Institute of Ph
ysics.