ABSTRACT
Under a reasonable restriction, we create the minimum volume confidence set for location and scale parameters of the exponential distribution. Compared to existing methods, none of which has a minimum-area property, the new confidence set is significantly the best (most accurate) with smallest volume, for whatever confidence level, sample size, and sample data.
Acknowledgments
The author thanks editors and anonymous referees for valuable comments and suggestions.