Discounted cash flow (DCF) is the adjustable wrench of modern financial mechanics. Essentially, the analyst forecasts the revenue and costs for several years out and applies an appropriate discount, or interest rate, to calculate what those future dollars are worth today. The process is supposed to provide a hard number for the current worth of the company.
But as many of us recognized in college, there is a lot of room for wiggle in the process. Forecasting revenues and costs is tricky and always based on assumptions. An optimistic analyst might generate a rosy forecast while a pessimist may predict gloom and doom. Usually, analysts just assume the future will look like the past, which is always a dangerous assumption. How many oil analysts saw the recent collapse in oil prices as a result of projecting the past into the future?