A recent research paper places the safe withdrawal rate (SWR) from retirement corpus at 3.5%. The study incorporated parameters like equity and debt returns, inflation, asset allocation and taxes. It used both the Monte Carlo and bootstrapping simulation methods for the past 20 years of data to arrive at the estimation.