Research into Multiple Outliers in Linear Regression Analysis

Volume: 38 Number: 2 February 1, 2009
  • Baris Asikgil
  • Aydin Erar
EN TR

Research into Multiple Outliers in Linear Regression Analysis

Abstract

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Keywords

References

  1. 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.
  2. 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).
  3. Bi, J. and Bennett, K. P. Regression Error Characteristic Curves (Proceedings of the Twen- tieth International Conference on Machine Learning (ICML), Washington, 2003).
  4. Candan, M. Robust Estimators in Linear Regression Analysis (Msc. Thesis, Hacettepe Uni- versity, Ankara, 1995).
  5. Chatterjee, S. and Hadi, A. S. Influential observations, high leverage points and outliers in linear regression, Statistical Science 1, 379–416, 1986.
  6. 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.
  7. Lawrence, D. K. and Arthur, J. L. Robust Regression; Analysis and Applications (Marcel Dekker, Inc., New York and Basel, 1990).
  8. Neter, J., Kutner, M. H., Nachtsheim, C. J. and Wasserman, W. Applied Linear Statistical Models(Fourth Edition, The McGraw-Hill Companies Inc., 1996).

Details

Primary Language

Turkish

Subjects

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Journal Section

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Authors

Baris Asikgil This is me

Aydin Erar This is me

Publication Date

February 1, 2009

Submission Date

May 12, 2014

Acceptance Date

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Published in Issue

Year 2009 Volume: 38 Number: 2

APA
Asikgil, B., & Erar, A. (2009). Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics, 38(2), 185-198. https://izlik.org/JA53RJ66DE
AMA
1.Asikgil B, Erar A. Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics. 2009;38(2):185-198. https://izlik.org/JA53RJ66DE
Chicago
Asikgil, Baris, and Aydin Erar. 2009. “Research into Multiple Outliers in Linear Regression Analysis”. Hacettepe Journal of Mathematics and Statistics 38 (2): 185-98. https://izlik.org/JA53RJ66DE.
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
[1]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, Feb. 2009, [Online]. Available: https://izlik.org/JA53RJ66DE
ISNAD
Asikgil, Baris - Erar, Aydin. “Research into Multiple Outliers in Linear Regression Analysis”. Hacettepe Journal of Mathematics and Statistics 38/2 (February 1, 2009): 185-198. https://izlik.org/JA53RJ66DE.
JAMA
1.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, Feb. 2009, pp. 185-98, https://izlik.org/JA53RJ66DE.
Vancouver
1.Baris Asikgil, Aydin Erar. Research into Multiple Outliers in Linear Regression Analysis. Hacettepe Journal of Mathematics and Statistics [Internet]. 2009 Feb. 1;38(2):185-98. Available from: https://izlik.org/JA53RJ66DE