We analyze thr relationship between complementarities and monotonicity
in dynamic programs. While complementarities (supermodularity and non
decreasing differences) are sufficient for monotonic statics ill stoch
astic dynamic programs: they an only ''robustly'' necessary in a limit
ed may under heavy discounting, Monotonicity oi the: decision rule due
s not in general imply monotonicity of the optimal path. In Fact, opti
mal paths in such models may exhibit extremely complex behavior. Fur c
onvex adjustment costs many real option models have monotone decision
rules, while ibr fixed costs they typically do not. We also strengthen
a weil known characterization of complementaries due to Milgrom and S
hannon [19]. Journal of Economic Literature Classification Numbers: C6
1, D92, E22. (C) 1997 Academic Press.