Question 368841
Variance is a measure of how far values from a sample or population differ from the mean. <br>

The variance is computed as the average <b>squared</b> deviation of each number from its mean.<br>

"Squared" numbers are always positive, since a positive number times itself is positive, and a negative number times itself is negative.<br>

And it is obvious that the average of a group of positive numbers must be positive!<br>

For this reason, the variance can NEVER be a negative number.<br>

It can equal zero, but it can never be negative.<br>

In addition, the standard deviation is defined as the square root of the variance.<br>

However, without using imaginary numbers, we can never calculate the square root of a negative number, so again, if the variance is computed to be negative, we have a nonsensical calculation for the standard deviation, as well as for the variance.<br>