Outlier detection by means of robust regression estimators for use in engineering science

Journal of Zhejiang University SCIENCE A ◽

10.1631/jzus.a0820140 ◽

2009 ◽

Vol 10 (6) ◽

pp. 909-921 ◽

Author(s):

Serif Hekimoglu ◽

R. Cuneyt Erenoglu ◽

Jan Kalina

Keyword(s):

Outlier Detection ◽

Robust Regression ◽

Engineering Science ◽

Regression Estimators

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Outlier Detection of Autoregressive Models Using Robust Regression Estimators

Korean Journal of Applied Statistics ◽

10.5351/kjas.2006.19.2.305 ◽

2006 ◽

Vol 19 (2) ◽

pp. 305-317

Keyword(s):

Outlier Detection ◽

Robust Regression ◽

Autoregressive Models ◽

Regression Estimators

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On the impact of predictor geometry on the performance on high-dimensional ridge-regularized generalized robust regression estimators

Probability Theory and Related Fields ◽

10.1007/s00440-016-0754-9 ◽

2017 ◽

Vol 170 (1-2) ◽

pp. 95-175 ◽

Author(s):

Noureddine El Karoui

Keyword(s):

Robust Regression ◽

High Dimensional ◽

Regression Estimators ◽

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Robust Regression and Outlier Detection.

Journal of the Royal Statistical Society Series D (The Statistician) ◽

10.2307/2348319 ◽

1989 ◽

Vol 38 (2) ◽

pp. 138

Author(s):

P. J. Laycock ◽

Peter J. Rousseuw ◽

Annick M. Leroy

Keyword(s):

Outlier Detection ◽

Robust Regression

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Robust Regression Estimators-The Choice of Tuning Constants

Journal of the Royal Statistical Society Series D (The Statistician) ◽

10.2307/2348552 ◽

1992 ◽

Vol 41 (3) ◽

pp. 303 ◽

Author(s):

Gabrielle E. Kelly

Keyword(s):

Robust Regression ◽

Regression Estimators

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Bounded-leverage weights for robust regression estimators

Communication in Statistics- Theory and Methods ◽

10.1080/03610928908830061 ◽

1989 ◽

Vol 18 (8) ◽

pp. 2785-2800

Author(s):

Dovalee Dorsett

Keyword(s):

Robust Regression ◽

Regression Estimators

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Stability under contamination of robust regression estimators based on differences of residuals

Journal of Statistical Planning and Inference ◽

10.1016/s0378-3758(97)00169-9 ◽

1998 ◽

Vol 70 (1) ◽

pp. 149-165 ◽

Author(s):

JoséR. Berrendero ◽

Juan Romo

Keyword(s):

Robust Regression ◽

Regression Estimators

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Adaptive Choice of Tuning Constant for Robust Regression Estimators

Journal of the Royal Statistical Society Series D (The Statistician) ◽

10.2307/2348409 ◽

1996 ◽

Vol 45 (1) ◽

pp. 35 ◽

Author(s):

Gabrielle Kelly

Keyword(s):

Robust Regression ◽

Regression Estimators ◽

Adaptive Choice ◽

Tuning Constant

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Model-wise and point-wise random sample consensus for robust regression and outlier detection

Neural Networks ◽

10.1016/j.neunet.2014.06.010 ◽

2014 ◽

Vol 59 ◽

pp. 23-35 ◽

Author(s):

Moumen T. El-Melegy

Keyword(s):

Outlier Detection ◽

Random Sample ◽

Robust Regression ◽

Random Sample Consensus

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An analysis of constrained robust regression estimators

Naval Research Logistics Quarterly ◽

10.1002/nav.3800310210 ◽

1984 ◽

Vol 31 (2) ◽

pp. 283-296 ◽

Author(s):

Ronald G. Askin ◽

Douglas C. Montgomery

Keyword(s):

Robust Regression ◽

Regression Estimators

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A cluster based approach to robust regression and outlier detection

Proceedings of IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.1994.400256 ◽

2002 ◽

Author(s):

S. Maiywan ◽

R.L. Kashyap

Keyword(s):

Outlier Detection ◽

Robust Regression

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