New confidence interval improves accuracy for normal distribution mean estimation.
The article introduces new ways to calculate confidence intervals for the average value in a normal distribution when the possible values are limited. Traditional methods may not work well in these cases. The researchers suggest a new interval called the rp interval, along with Bayesian and likelihood ratio intervals. These new methods are compared to the standard and minimax intervals through simulation studies to see how well they perform.