“When the underlying measurements are normally distributed, you can “convert” a range measurement into an estimate for the standard deviation” using the D2 constant. As always, Rick Wicklin wrote a very interesting article for those involved in QC or dealing with small samples. See also On using flexible distributions to fit data for another interesting story.