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Research into Multiple Outliers in Linear Regression Analysis

Year 2009, Volume: 38 Issue: 2, 185 - 198, 01.02.2009

References

  • Asikgil, B. The Examination of Outliers and Influential Observations in Multiple Linear Regression Analysis and an Application(Msc. Thesis, Mimar Sinan University, Istanbul, 2006). [2] Atkinson, A. C. Fast very robust methods for the detection of multiple outliers, Journal of the American Statistical Association 89, 1329–1339, 1994.
  • Atkinson, A. C. and Riani, M. Robust Diagnostic Regression Analysis (Springer, New York, 2000). [4] Barnett, V. and Lewis, T. Outliers In Statistical Data (Third Edition, John Wiley&Sons Ltd., Chichester, 1994).
  • Bi, J. and Bennett, K. P. Regression Error Characteristic Curves (Proceedings of the Twen- tieth International Conference on Machine Learning (ICML), Washington, 2003).
  • Candan, M. Robust Estimators in Linear Regression Analysis (Msc. Thesis, Hacettepe Uni- versity, Ankara, 1995).
  • Chatterjee, S. and Hadi, A. S. Influential observations, high leverage points and outliers in linear regression, Statistical Science 1, 379–416, 1986.
  • Hadi, A. S. and Simonoff, J. S. Procedures for the identification of multiple outliers in linear models, Journal of the American Statistical Association 88, 1264–1272, 1993.
  • Lawrence, D. K. and Arthur, J. L. Robust Regression; Analysis and Applications (Marcel Dekker, Inc., New York and Basel, 1990).
  • Neter, J., Kutner, M. H., Nachtsheim, C. J. and Wasserman, W. Applied Linear Statistical Models(Fourth Edition, The McGraw-Hill Companies Inc., 1996).
  • Rousseeuw, P. J. and Leroy, A. M. Robust Regression and Outlier Detection (John Wi- ley&Sons Inc., 2003).
  • Tatlidil, H. Test of Suspicious Observations in Linear Regression Analysis and Multivariate Data(PhD. Thesis, Hacettepe University, Ankara, 1981).

Research into Multiple Outliers in Linear Regression Analysis

Year 2009, Volume: 38 Issue: 2, 185 - 198, 01.02.2009

References

  • Asikgil, B. The Examination of Outliers and Influential Observations in Multiple Linear Regression Analysis and an Application(Msc. Thesis, Mimar Sinan University, Istanbul, 2006). [2] Atkinson, A. C. Fast very robust methods for the detection of multiple outliers, Journal of the American Statistical Association 89, 1329–1339, 1994.
  • Atkinson, A. C. and Riani, M. Robust Diagnostic Regression Analysis (Springer, New York, 2000). [4] Barnett, V. and Lewis, T. Outliers In Statistical Data (Third Edition, John Wiley&Sons Ltd., Chichester, 1994).
  • Bi, J. and Bennett, K. P. Regression Error Characteristic Curves (Proceedings of the Twen- tieth International Conference on Machine Learning (ICML), Washington, 2003).
  • Candan, M. Robust Estimators in Linear Regression Analysis (Msc. Thesis, Hacettepe Uni- versity, Ankara, 1995).
  • Chatterjee, S. and Hadi, A. S. Influential observations, high leverage points and outliers in linear regression, Statistical Science 1, 379–416, 1986.
  • Hadi, A. S. and Simonoff, J. S. Procedures for the identification of multiple outliers in linear models, Journal of the American Statistical Association 88, 1264–1272, 1993.
  • Lawrence, D. K. and Arthur, J. L. Robust Regression; Analysis and Applications (Marcel Dekker, Inc., New York and Basel, 1990).
  • Neter, J., Kutner, M. H., Nachtsheim, C. J. and Wasserman, W. Applied Linear Statistical Models(Fourth Edition, The McGraw-Hill Companies Inc., 1996).
  • Rousseeuw, P. J. and Leroy, A. M. Robust Regression and Outlier Detection (John Wi- ley&Sons Inc., 2003).
  • Tatlidil, H. Test of Suspicious Observations in Linear Regression Analysis and Multivariate Data(PhD. Thesis, Hacettepe University, Ankara, 1981).
There are 10 citations in total.

Details

Primary Language Turkish
Journal Section Mathematics
Authors

Baris Asikgil This is me

Aydin Erar This is me

Publication Date February 1, 2009
Published in Issue Year 2009 Volume: 38 Issue: 2

Cite

APA Asikgil, B., & Erar, A. (2009). Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics, 38(2), 185-198.
AMA Asikgil B, Erar A. Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics. February 2009;38(2):185-198.
Chicago Asikgil, Baris, and Aydin Erar. “Research into Multiple Outliers in Linear Regression Analysis”. Hacettepe Journal of Mathematics and Statistics 38, no. 2 (February 2009): 185-98.
EndNote Asikgil B, Erar A (February 1, 2009) Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics 38 2 185–198.
IEEE B. Asikgil and A. Erar, “Research into Multiple Outliers in Linear Regression Analysis”, Hacettepe Journal of Mathematics and Statistics, vol. 38, no. 2, pp. 185–198, 2009.
ISNAD Asikgil, Baris - Erar, Aydin. “Research into Multiple Outliers in Linear Regression Analysis”. Hacettepe Journal of Mathematics and Statistics 38/2 (February 2009), 185-198.
JAMA Asikgil B, Erar A. Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics. 2009;38:185–198.
MLA Asikgil, Baris and Aydin Erar. “Research into Multiple Outliers in Linear Regression Analysis”. Hacettepe Journal of Mathematics and Statistics, vol. 38, no. 2, 2009, pp. 185-98.
Vancouver Asikgil B, Erar A. Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics. 2009;38(2):185-98.