This paper investigates whether portfolio return autocorrelation can b
e explained by time-varying expected returns, nontrading, stale limit
orders, market maker inventory policy, or transaction costs. Evidence
is consistent with the hypothesis that transaction costs cause portfol
io autocorrelation by slowing price adjustment. I develop a transactio
n-cost model which predicts that prices adjust faster when changes in
valuation are large in relation to the bid-ask spread. Cross-sectional
tests support this prediction, but time-series tests do not.