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Theory and Methods

Computation of High Breakdown Nonlinear Regression Parameters

Pages 237-244 | Published online: 20 Dec 2012

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Adil M. Bagirov, Sona Taheri, Napsu Karmitsa, Nargiz Sultanova & Soodabeh Asadi. (2022) Robust piecewise linear L1-regression via nonsmooth DC optimization. Optimization Methods and Software 37:4, pages 1289-1309.
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Hossein Riazoshams & Habshah BT. Midi. (2016) The Performance of a Robust Multistage Estimator in Nonlinear Regression with Heteroscedastic Errors. Communications in Statistics - Simulation and Computation 45:9, pages 3394-3415.
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GordonK. Smyth & DouglasM. Hawkins. (2000) Robust Frequency Estimation Using Elemental Sets. Journal of Computational and Graphical Statistics 9:1, pages 196-214.
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Wing K. Fung & M. C. Ngai. (1998) Critical values for testing for a single outlier in a nonlinear regression model. Communications in Statistics - Simulation and Computation 27:1, pages 95-105.
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Arnold J. Stromberg. (1997) Some software for computing robust linear or nonlinear regression estimators. Communications in Statistics - Simulation and Computation 26:3, pages 947-959.
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Arnold J. Stromberg. (1995) Consistency of the least median of squares estimator in nonlinear regression. Communications in Statistics - Theory and Methods 24:8, pages 1971-1984.
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Articles from other publishers (5)

Hossein Riazoshams, Habshah Midi & Gebrenegus Ghilagaber. 2018. Robust Nonlinear Regression. Robust Nonlinear Regression 233 238 .
Mohamad Shafiq, Wan Muhamad Amir & Nur Syabiha Zafakali. (2017) JMASM 46: Algorithm for Comparison of Robust Regression Methods In Multiple Linear Regression By Weighting Least Square Regression (SAS). Journal of Modern Applied Statistical Methods 16:2, pages 490-505.
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. 2012. Introduction to Robust Estimation and Hypothesis Testing. Introduction to Robust Estimation and Hypothesis Testing 631 685 .
Mia Hubert, Peter J. Rousseeuw & Stefan Van Aelst. (2008) High-Breakdown Robust Multivariate Methods. Statistical Science 23:1.
Crossref
D. G. Simpson. 1997. Breakthroughs in Statistics. Breakthroughs in Statistics 433 461 .

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