This paper analyzes how the presence of correlated uncertainty between the
cost and benefit of environmental pollution control can affect the choice o
f policy instruments. It is shown that the superiority of the nonlinear-tax
instrument in which the corrective tax coincides with the expected schedul
e of marginal benefit may break down in favor of a linear-tax or a quantity
instrument when the policy environment shifts from the case of independent
ly distributed to the case of correlated uncertainties. With various combin
ations of parameter values of thr two probability distributions, we also co
nstruct three distinct ranges in each of which one instrument turns out to
be superior to the other two. (C) 2001 Elsevier Science B.V. All rights res
erved.