A REVIEW ON SLICED INVERSE REGRESSION, SUFFICIENT DIMENSION REDUCTION, AND APPLICATIONS

For effective dimension reduction (e.d.r.) in regression, the sliced inverse regression (SIR) is used to detect detailed structures of conditional distributions and reduce the dimensionality of covariates in a nonparametric manner. Subsequent analysis can then be based on features of a lower dimensi...

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Veröffentlicht in:	Statistica Sinica 2022-01, Vol.32, p.2297-2314
Hauptverfasser:	Huang, Ming-Yueh, Hung, Hung
Format:	Artikel
Sprache:	eng
Schlagworte:	IN HONOR OF PROFESSOR KER-CHAU LI: SLICED INVERSE REGRESSION AFTER 30 YEARS
Online-Zugang:	Volltext
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