Variable Selection in Semi-parametric Additive Models with Extensions to High Dimensional Data and Additive Cox Models

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dc.contributor.advisor Hao Helen Zhang, Committee Chair en_US
dc.contributor.advisor Dennis Boos, Committee Member en_US
dc.contributor.advisor Wenbin Lu, Committee Member en_US
dc.contributor.advisor John Monahan, Committee Member en_US
dc.contributor.author Liu, Song en_US
dc.date.accessioned 2010-04-02T18:56:39Z
dc.date.available 2010-04-02T18:56:39Z
dc.date.issued 2008-06-27 en_US
dc.identifier.other etd-06272008-084607 en_US
dc.identifier.uri http://www.lib.ncsu.edu/resolver/1840.16/4592
dc.description.abstract en_US
dc.rights I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dis sertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to NC State University or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report. en_US
dc.subject additive Cox model en_US
dc.subject high dimensional data en_US
dc.subject variable selection en_US
dc.subject Semi-parametric additive models en_US
dc.subject garrote en_US
dc.title Variable Selection in Semi-parametric Additive Models with Extensions to High Dimensional Data and Additive Cox Models en_US
dc.degree.name PhD en_US
dc.degree.level dissertation en_US
dc.degree.discipline Statistics en_US


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