Stability Selection

Estimation of structure, such as in variable selection, graphical modelling or cluster analysis is notoriously difficult, especially for high-dimensional data. We introduce stability selection. It is based on subsampling in combination with (high-dimensional) selection algorithms. As such, the metho...

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Main Authors: Meinshausen, N, Buehlmann, P
格式: Journal article
语言:English
出版: 2008