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  • Search: subject:"Huber's estimator"
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Asymptotic minimax estimator 1 Huber's estimator 1 Regression 1 Statistics and Probability 1
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Huo, Xiaoming 1 Ni, Xuelei "Sherry" 1
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Another Look at Huber's Estimator: A New Minimax Estimator in Regression with Stochastically Bounded Noise
Ni, Xuelei "Sherry"; Huo, Xiaoming - 2009
Huber's estimator has had a long lasting impact, particularly on robust statistics. It is well known that under certain … conditions, Huber's estimator is asymptotically minimax. A moderate generalization in rederiving Huber's estimator shows that … Huber's estimator is not the only choice. We develop an alternative asymptotic minimax estimator and name it regression with …
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