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  • Search: subject:"62F12 Bias Characterization Cross entropy Divergence Pythagorean relation"
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62F12 Bias Characterization Cross entropy Divergence Pythagorean relation 1 62F35 secondary 1 primary 1
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Eguchi, Shinto 1 Fujisawa, Hironori 1
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Journal of Multivariate Analysis 1
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Robust parameter estimation with a small bias against heavy contamination
Fujisawa, Hironori; Eguchi, Shinto - In: Journal of Multivariate Analysis 99 (2008) 9, pp. 2053-2081
In this paper we consider robust parameter estimation based on a certain cross entropy and divergence. The robust estimate is defined as the minimizer of the empirically estimated cross entropy. It is shown that the robust estimate can be regarded as a kind of projection from the viewpoint of a...
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