Robust multivariate least angle regression

The least angle regression selection (LARS) algorithms that use the classical sample means, variances, and correlations between the original variables are very sensitive to the presence of outliers and other contamination. To remedy this problem, a simple modification of this algorithm is to replace...

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书目详细资料
Main Authors: Uraibi, Hassan Sami, Midi, Habshah, Rana, Sohel
格式: 文件
语言:English
出版: Science Society of Thailand 2017
在线阅读:http://psasir.upm.edu.my/id/eprint/63147/1/Robust%20multivariate%20least%20angle%20regression.pdf

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