The article presents a new method to estimate the average and variability of normally distributed data. This method, called linear Bayes estimator, is simpler and more user-friendly than other existing methods. The researchers showed through numerical examples that the linear Bayes estimator is accurate. They also demonstrated that this new method outperforms traditional estimators in terms of accuracy.