Using sliced inverse mean difference for sufficient dimension reduction

Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 and Tian, Lipu 2015. Using sliced inverse mean difference for sufficient dimension reduction. Statistics and Probability Letters 106 , pp. 184-190. 10.1016/j.spl.2015.07.025

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Abstract

We present two different algorithms for sufficient dimension reduction based on the difference between inverse means. We discuss the theoretical properties and demonstrate the computational advantages over SIR (Li, 1991) and CUME (Zhu, Zhu and Feng, 2010).

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Advanced Research Computing @ Cardiff (ARCCA) Mathematics
Subjects:	Q Science > QA Mathematics
Publisher:	Elsevier
ISSN:	0167-7152
Date of First Compliant Deposit:	30 March 2016
Date of Acceptance:	13 July 2015
Last Modified:	07 Nov 2024 00:15
URI:	https://orca.cardiff.ac.uk/id/eprint/74725

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