This paper proposes a preference-based condition for stochastic independenc
e of a randomizing device in a product state space. This condition is appli
ed to investigate some classes of preferences that allow for both independe
nt randomization and uncertainty or ambiguity aversion (a la Ellsberg). For
example, when imposed on Choquet Expected Utility (CEU) preferences in a S
avage framework displaying uncertainty aversion in the spirit of Schmeidler
[27], it results in a collapse to Expected Utility (EU). This shows that C
EU preferences that are uncertainty averse in the sense of Schmeidler shoul
d not be used in settings where independent randomization is to be allowed.
In contrast, Maxmin EU with multiple priors preferences continue to allow
for a very wide variety of uncertainty averse preferences when stochastic i
ndependence is imposed. Additionally, these points are used to reexamine so
me recent arguments against preference for randomization with uncertainty a
verse preferences. In particular, these arguments are shown to rely on pref
erences that do not treat randomization as a stochastically independent eve
nt.