A safe withdrawal rate is defined as the quantity of money, expressed as a percentage of the initial investment, which can be withdrawn per year for a given quantity of time, including adjustments for inflation, and not lead to portfolio failure; failure being defined as a 95% probability of depletion to zero at any time within the specified period.
Usage: Typically, SWR is utilized as an approximation of the probability that a given portfolio can support a given annual spending component for a required period, with a reasonable confidence. To do this, variables such as the allocation of assets within a model portfolio, the beginning balance, and/or the number of years expected in retirement are varied, a model is applied, and results of these alterations in the variables are observed and compared, in order to optimize for the maximum.
Controversy: Unfortunately, the term "Safe Withdrawal Rate" is necessarily an ambiguous term. This is because initial methods utilized historical data to statically determine what would have been safe given the actual results that past portfolios would have generated with the variables given. The next logical step, of course, was to use that information to predict future SWRs. Either use is technically correct, but one should always be sure to be clear whether the use is in reference to past or projected SWRs, so that unnecessary argument can be prevented.