Consequences of choosing the wrong model. An experimenter takes n independent and normally distributed measurements with unknown expectation m. He is certain he knows the variance v > 0.

(a) Which confidence interval for m will he specify for a given error level ˛?

(b) Which error level does this confidence interval have if the true variance can take an arbitrary positive value?

Hint: Use Example (3.32).