In the analysis of a single cash-flow profile under risk, between-peri
od dependency among cash flows raises considerable difficulty in the e
valuation of the profile's net present value. It is assumed in this pa
per that the cash-flow profile exhibits a first-order autoregressive t
ime-series structure, with the trend of the AR(1) process being a dete
rministic AR(1) in itself. The relevant parameters, however, are unkno
wn. It is also assumed that the estimates of the cash-flow in every pe
riod are available. Applying an ''error-in-variable'' analysis on the
estimates, the relevant parameters of the time-series model are derive
d. This then allows the mean and variance of the profile's NPV to be s
ubsequently evaluated.