Estimating the mean annual rainfall

This diagram shows the theoretical distribution of the estimation error when sampling from a normal population with known standard deviation, σ.

error  =  − μ

error  ~  normal (0,  )

Explain that:

This is a simulation so the data are not real. However they are supposed to be annual rainfalls in a region and are normal (1000 mm, 200 mm).