Outlier Detection in Linear Models: A Comparative Study in Simple Linear Regression
Five widely used test statistics for detecting outliers and influential observations were studied using Monte Carlo method . The test statistic based on Studentized residuals, with critical values given by Tietjen, Moore and Beckman (1973), appears to be the best procedure for detecting a single outlier in simple linear regression.
Communications in Statistics: Theory and Methods
Taylor and Francis
Balasooriya, U. and TSE, Yiu Kuen.
Outlier Detection in Linear Models: A Comparative Study in Simple Linear Regression. (1986). Communications in Statistics: Theory and Methods. 15, (12), 3589-3598. Research Collection School Of Economics.
Available at: http://ink.library.smu.edu.sg/soe_research/307
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