Multiple influential point detection in high dimensional regression spaces

Influence diagnosis is an integrated component of data analysis but has been severely underinvestigated in a high dimensional regression setting. One of the key challenges, even in a fixed dimensional setting, is how to deal with multiple influential points that give rise to masking and swamping eff...

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Bibliographische Detailangaben

Veröffentlicht in:	Journal of the Royal Statistical Society. Series B (Statistical Methodology). - Blackwell Publishers. - 81(2019), 2, Seite 385-408
1. Verfasser:	Zhao, Junlong (VerfasserIn)
Weitere Verfasser:	Liu, Chao, Niu, Lu, Leng, Chenlei
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2019
Zugriff auf das übergeordnete Werk:	Journal of the Royal Statistical Society. Series B (Statistical Methodology)