A Differential Geometry-Based Algorithm for Solving the Minimum Hellinger Distance Estimator

Robust estimation of statistical parameters is traditionally believed to exist in a trade space between robustness and efficiency. This thesis examines the Minimum Hellinger Distance Estimator (MHDE), which is known to have desirable robustness properties as well as desirable efficiency properties....

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Bibliographic Details
Main Author: D'Ambrosio, Philip
Other Authors: Electrical and Computer Engineering
Format: Others
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/32228
http://scholar.lib.vt.edu/theses/available/etd-05052008-124120/