Investment is characterized by costly reversibility when a firm can pu
rchase capital at a given price and sell capital at a lower price. We
solve for the optimal investment of a firm that faces costly reversibi
lity under uncertainty and we extend the Jorgensonian concept of the u
ser cost of capital to this case. We define and calculate c(V) and c(L
) as the user costs of capital associated with the purchase and sale o
f capital, respectively. Optimality requires the firm to purchase and
sell capital as needed to keep the marginal revenue product of capital
in the closed interval [c(L), c(U)]. This prescription encompasses th
e case of irreversible investment as well as the standard neoclassical
case of costlessly reversible investment.