The probability density function (PDF ... either side of the mean show that 68.5% of the data fall within +/-1 standard deviation from the mean. So, if this were a curve of normally distributed ...

an outcome of 40 is one standard deviation below the mean and it will occur just under 2.5% of the time. The other distinction is between the probability density function (PDF) and the cumulative ...