The standard deviation of the mean of N measurements, each with
standard deviation s, is
i.e. the more measurements we take the more precise is our estimate
of the mean.
This is as expected. However, it is only true if the
measurement uncertainties are independent, i.e. there is no systematic
error included in the uncertainty s,
such as instrument calibration error, zero offset, etc.