Hint 1

Suppose Z_i is the amount that the estimate for the i^th check differs from its actual value. Think about two things:

1. What distribution do the Z_i have? Need a hint on this?
2. How are the Z_i related to the amount of error in Guido's estimated total? Need a hint on this?