 Confidence region

A random set of parameter values with specified repeated-sampling coverage: ${\mathbb{P}}_{\theta }\{\theta \in C(X)\}\ge 1-\alpha$ for every permitted $\theta$. Exact coverage, asymptotic coverage and pointwise versus uniform validity must be distinguished. A confidence interval is the scalar interval case.