Identifying Outliers using t Distribution We can use the t distribution to identify outliers by means of Grubbs’ test and its extension the ESD test. Topics: Grubbs’ Test Generalized Extreme Studentized Deviate (ESD) Test Grubbs’ Test Data Analysis Tool