Robustness of reweighted Least Squares Kernel Based Regression
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- Hee‐Seok Oh & Doug Nychka & Tim Brown & Paul Charbonneau, 2004. "Period analysis of variable stars by robust smoothing," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 53(1), pages 15-30, January.
- Tomaso Poggio & Ryan Rifkin & Sayan Mukherjee & Partha Niyogi, 2004. "General conditions for predictivity in learning theory," Nature, Nature, vol. 428(6981), pages 419-422, March.
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- Huang, Xiaolin & Shi, Lei & Suykens, Johan A.K., 2014. "Asymmetric least squares support vector machine classifiers," Computational Statistics & Data Analysis, Elsevier, vol. 70(C), pages 395-405.
- De Brabanter, Kris & Suykens, Johan & De Moor, Bart, 2013. "Nonparametric Regression via StatLSSVM," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 55(i02).
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Keywords
Robust statistics Kernel methods Kernel based regression Reweighting Influence function;Statistics
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