Robust Stability Best Subset Selection for Autocorrelated Data Based on Robust Location and Dispersion Estimator

Stability selection (multisplit) approach is a variable selection procedure which relies on multisplit data to overcome the shortcomings that may occur to single-split data. Unfortunately, this procedure yields very poor results in the presence of outliers and other contamination in the original dat...

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Bibliographic Details
Main Authors: Hassan S. Uraibi, Habshah Midi, Sohel Rana
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2015/432986
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