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Original Articles

A monte carlo comparison of five procedures for identifying outliers in linear regression

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Pages 1913-1938 | Received 01 Jun 1989, Published online: 27 Jun 2007

References

  • Atkinson , A. C. 1981 . Two graphical displays for outlying and influential observations in regression . Biometrika , 68 : 13 – 20 .
  • Barnett , V. and Lewis , T. 1984 . Outliers in Statistical Data , New York : Wiley .
  • Beckman , R. J. and Cook , R. D. 1983 . Outliers . Technometrics , 25 : 119 – 163 .
  • Belsley , D. A. , Kuh , E. and Welsch , R. E. 1980 . Regression Diagnostics Identifying Influential Data and Sources of Collinearity. , New York : Wiley .
  • Brown , R. L. , Durbin , J. and Evans , J. M. 1975 . “ Techniques for testing the constancy of regression relationships over time ” . In Journal of the Royal Statistical Society , Series B Vol. 37 , 149 – 192 .
  • Chatterjee , S. and Hadi , A. S. 1986 . Influential observations, high leverage points, and outliers in linear regression . Statistical Science , 1 : 379 – 416 .
  • Chatterjee , S. and Hadi , A. S. 1988 . Sensitivity Analysis in Linear Regression , New York : Wiley .
  • Cook , R. D. 1977 . Detection of influential observations in linear regression . Technometrics , 19 : 15 – 18 .
  • Fung , W. K. 1987 . Letter to the Editor . Technometrics , 29 : 125
  • Gentleman , J. F. and Wilk , M. B. 1975 . Detecting outliers II: Supplementing the direct analysis of residuals . Biometrics , 31 : 387 – 410 .
  • Gragg , W. B. , Le Veque , R. J. and Trangenstein , J. A. 1979 . Numerically stable methods for updating regressions . Journal of the American Statististical Association , 74 : 161 – 168 .
  • Gray , J. B. and Ling , E. F. 1984 . K-clustering as a detection tool for influential subsets in regression . Technometrics , 26 : 305 – 330 .
  • Hadi , A. S. 1985 . Letter to the Editor . Technometrics , 27 : 323 – 325 .
  • Hawkins , D. M. 1980 . Identification of Outliers, , New York : Chapman and Hall .
  • Hedayat , A. and Robson , D. S. 1970 . Independent stepwise residuals for testing homoscedasticity . Journal of the American Statistical Association , 65 : 1573 – 1581 .
  • Kianifard , F. and Swallow , W. H. 1989 . Using recursive residuals, calculated on adaptively-ordered observations, to identify outliers in linear regression . Biometrics , 45 : 571 – 585 .
  • Lund , R. E. 1975 . Tables for an approximate test for outliers in linear models . Technometrics , 17 : 473 – 476 .
  • Marasinghe , M. G. 1985 . A multistage procedure for detecting several outliers in linear regression . Technometrics , 27 : 395 – 399 .
  • Plackett , R. L. 1950 . Some theorems in least squares . Biometrika , 37 : 149 – 157 .
  • Prescott , P. 1975 . An approximate test for outliers in linear models . Technometrics , 17 : 129 – 132 .
  • Simonoff , J. S. 1990 . “ General approaches to stepwise identification of unusual values in data analysis ” . In Robustness, Diagnostics, Computing, and Graphics in Statistics, , Edited by: Stahel , W. and Weisberg , S. New York : Springer-Verlag .
  • Tietjen , G. L. , Moore , R. H. and Beckman , R. J. 1973 . Testing for a single outlier in simple linear regression . Technometrics , 15 : 717 – 721 .

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