A Good Estimate, from Victor Niederhoffer
A good estimate of the range is that it’s 4 times the standard deviation. If you have a random walk with 9 transactions each with variance 1, the standard deviation of the total change is 3. The range is 12. Similarly for any other number of transactions. Working backward one can estimate the number of transactions from any range.