Question

If the sample size increases, what will happen to the standard deviation?

Answer 1

It will decrease.

Explanation:

This is the practical reason for taking as large of a sample as is practical. For any given amount of ‘variation’ between measured and ‘true’ values (we can’t make that better in this scenario) increasing the sample size “N” at least gives us a better (smaller) standard deviation.