In the February 2013 draft of their paper entitled «Using Maximum Drawdowns to Capture Tail Risk», Wesley Gray and Jack Vogel investigate maximum drawdown (largest peak - to -
trough loss over a time series of compounded returns) as a simple measure of tail risk missed by linear factor models.