Models of Noise and Robust Estimates

Given n noisy observations g; of the same quantity f, it is common use to give an estimate of f by minimizing the function Eni=1(gi-f)2. From a statistical point of view this corresponds to computing the Maximum likelihood estimate, under the assumption of Gaussian noise. However, it is well known t...

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Bibliographic Details
Main Author: Girosi, Federico
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/6564

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