Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT

Volume: 41 Number: 1 January 1, 2012
  • Semra Türkan
  • Meral C. Çetin
  • Öniz Toktamış
EN TR

Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT

Abstract

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Keywords

References

  1. Andrews, D. F. and Pregibon, D. Finding the outliers that matter, J. Roy. Statist. Soc. Ser. B 40, 85–93, 1978.
  2. Atkinson, A. C. Two graphical displays for outlying and influential observations in regres- sion, Biometrika 68, 13–20, 1981.
  3. Beckman, R. J. and Cook, R. D. Outlier. . . s, Technometrics 25 (2), 119–149, 1983.
  4. Belsley, D. A., Kuh, E. and Welsch, R. E. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity(Wiley, New York, 1980).
  5. Cetin, M. Robust model selection criteria for robust Liu estimator, European Journal of Operational Research 199, 21–24, 2009.
  6. Chatterjee, S.and Hadi, A. S. Sensitivity Analysis in Linear Regression (Wiley Series in Probability and Mathematical Statistics, Wiley, New York, 1988).
  7. Chen, C. Robust regression and outlier detection with the ROBUSTREG procedure (Pro- ceedings of the Twenty-Seventh Annual SAS Users Group International Conference, Cary, NC: SAS Institute Inc, 2002).
  8. Cook, R. D. Detection of influential observations in linear regression, Technometrics 19, 15–18, 1977. [9] Cook, R. D. and Weisberg, S. Residuals and Influence in Regression (Chapman & Hall, New York, 1982). [10] Hadi, A.S. A new measure of overall potential influence in linear regression, Computational Statistics and Data Analysis 14, 1–27, 1992.

Details

Primary Language

Turkish

Subjects

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Journal Section

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Authors

Semra Türkan This is me

Meral C. Çetin This is me

Öniz Toktamış This is me

Publication Date

January 1, 2012

Submission Date

May 11, 2014

Acceptance Date

-

Published in Issue

Year 2012 Volume: 41 Number: 1

APA
Türkan, S., Çetin, M. C., & Toktamış, Ö. (2012). Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT. Hacettepe Journal of Mathematics and Statistics, 41(1), 147-155. https://izlik.org/JA59TA62PJ
AMA
1.Türkan S, Çetin MC, Toktamış Ö. Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT. Hacettepe Journal of Mathematics and Statistics. 2012;41(1):147-155. https://izlik.org/JA59TA62PJ
Chicago
Türkan, Semra, Meral C. Çetin, and Öniz Toktamış. 2012. “Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT”. Hacettepe Journal of Mathematics and Statistics 41 (1): 147-55. https://izlik.org/JA59TA62PJ.
EndNote
Türkan S, Çetin MC, Toktamış Ö (January 1, 2012) Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT. Hacettepe Journal of Mathematics and Statistics 41 1 147–155.
IEEE
[1]S. Türkan, M. C. Çetin, and Ö. Toktamış, “Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT”, Hacettepe Journal of Mathematics and Statistics, vol. 41, no. 1, pp. 147–155, Jan. 2012, [Online]. Available: https://izlik.org/JA59TA62PJ
ISNAD
Türkan, Semra - Çetin, Meral C. - Toktamış, Öniz. “Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT”. Hacettepe Journal of Mathematics and Statistics 41/1 (January 1, 2012): 147-155. https://izlik.org/JA59TA62PJ.
JAMA
1.Türkan S, Çetin MC, Toktamış Ö. Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT. Hacettepe Journal of Mathematics and Statistics. 2012;41:147–155.
MLA
Türkan, Semra, et al. “Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT”. Hacettepe Journal of Mathematics and Statistics, vol. 41, no. 1, Jan. 2012, pp. 147-55, https://izlik.org/JA59TA62PJ.
Vancouver
1.Semra Türkan, Meral C. Çetin, Öniz Toktamış. Outlier Detection by Regression Diagnostics Based on Robust Parameter Estimates FULL TEXT. Hacettepe Journal of Mathematics and Statistics [Internet]. 2012 Jan. 1;41(1):147-55. Available from: https://izlik.org/JA59TA62PJ