I examine the suggestion of Holling (1992) that distributions of body
sizes for animals show clumps corresponding to basic biotic and abioti
c processes operating at different scales in time and space. This is d
one by comparing the properties of observed sample distributions with
what is obtained from computer-generated samples taken from distributi
ons with different numbers of modes. A combination of kernel density e
stimation and smoothed bootstrap resampling provides a test for whethe
r a distribution with k + 1 modes fits significantly better than a dis
tribution with k modes. The analysis of three data sets discussed by H
olling shows sample size distributions that are consistent with the hy
pothesis that the underlying distributions are unimodal or bimodal. A
fourth data set has a sample distribution that seems unusual even for
observations from a distribution with eight modes.