Another look at the Grubbs estimators

► A new variance estimator is proposed as an alternative to Grubbs' estimators. ► The methodology is illustrated using a real data set. ► Sampling distributions are compared theoretically and by Monte Carlo simulation. ► The new estimator performs very well in some realistic situations.