Bayesian nonparametric modelling of the link function in the single-index model using a Bernstein-Dirichlet process prior

Yu, Yang; Zou, Zhihong; Wang, Shanshan; Meyer, Renate

dc.contributor.author	Yu, Yang	en
dc.contributor.author	Zou, Zhihong	en
dc.contributor.author	Wang, Shanshan	en
dc.contributor.author	Meyer, Renate	en
dc.date.accessioned	2019-11-07T21:29:45Z	en
dc.date.issued	2019-09-11	en
dc.identifier.issn	0094-9655	en
dc.identifier.uri	http://hdl.handle.net/2292/48906	en
dc.language	English	en
dc.publisher	TAYLOR & FRANCIS LTD	en
dc.relation.ispartofseries	JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION	en
dc.rights	Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher.	en
dc.rights.uri	https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm	en
dc.subject	Science & Technology	en
dc.subject	Technology	en
dc.subject	Physical Sciences	en
dc.subject	Computer Science, Interdisciplinary Applications	en
dc.subject	Statistics & Probability	en
dc.subject	Computer Science	en
dc.subject	Mathematics	en
dc.subject	Bernstein polynomial prior	en
dc.subject	Dirichlet process	en
dc.subject	Single-index model	en
dc.subject	Binary indicator variable	en
dc.subject	asymmetric Laplace distribution	en
dc.subject	VARIABLE SELECTION	en
dc.subject	MULTIPLE-REGRESSION	en
dc.subject	QUANTILE REGRESSION	en
dc.subject	DENSITY	en
dc.title	Bayesian nonparametric modelling of the link function in the single-index model using a Bernstein-Dirichlet process prior	en
dc.type	Journal Article	en
dc.identifier.doi	10.1080/00949655.2019.1663191	en
pubs.issue	17	en
pubs.begin-page	3290	en
pubs.volume	89	en
dc.rights.holder	Copyright: The author	en
pubs.author-url	http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000485449000001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=6e41486220adb198d0efde5a3b153e7d	en
pubs.end-page	3312	en
pubs.publication-status	Published	en
dc.rights.accessrights	http://purl.org/eprint/accessRights/RestrictedAccess	en
pubs.subtype	Article	en
pubs.subtype	Journal	en
pubs.elements-id	783486	en
pubs.org-id	Science	en
pubs.org-id	Statistics	en
dc.identifier.eissn	1563-5163	en