{"id":{"repo_id":"ncsu","oai_identifier":"oai:repository.lib.ncsu.edu:1840.16/7518"},"canonical_url":"https://search.dev.ndltd.org/etd/ncsu/oai:repository.lib.ncsu.edu:1840.16/7518","repository":{"repo_id":"ncsu","name":"North Carolina State University","base_url":"https://repository.lib.ncsu.edu/server/oai/request"},"display":{"title":"Variable Selection and Dimension Reduction for High Dimensional Complex Data.","abstract":"North Carolina State University Theses Statistics.","abstract_html":"North Carolina State University Theses Statistics.","abstract_has_math":false,"creators":["Guo, Zifang"],"institution":null,"degree_name":null,"degree_level":null,"degree_discipline":null,"degree_department":null,"school":null,"contributors":[],"advisors":["Lexin Li, Co-Chair","Wenbin Lu, Co-Chair","Howard Bondell, Member","Brian Reich, Member","Larry Grand, Graduate School Representative"],"committee_chairs":[],"committee_members":[],"year":2011,"date_issued":"2011-11-15","date_published":"2011-11-15","updated_at":"2026-08-21T22:21:56Z","subjects":[],"languages":[],"rights":[],"rights_urls":[],"identifier_entries":[{"key":"dc:identifier.other","label":"Dc Identifier Other","values":["deg1320"],"render_values":[{"text":"deg1320","href":null,"code":true}]}]},"links":{"outbound_url":"http://www.lib.ncsu.edu/resolver/1840.16/7518","outbound_label":"Repository record","outbound_source":"dc:identifier.uri"},"source_record":{"url":"https://repository.lib.ncsu.edu/server/oai/request?verb=GetRecord&metadataPrefix=dim&identifier=oai%3Arepository.lib.ncsu.edu%3A1840.16%2F7518","prefix":"dim"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Lexin Li, Co-Chair","Wenbin Lu, Co-Chair","Howard Bondell, Member","Brian Reich, Member","Larry Grand, Graduate School Representative"]},{"key":"dc:creator","label":"Author","values":["Guo, Zifang"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2012-03-18T05:30:11Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2012-03-18T05:30:11Z"]},{"key":"dc:date.issued","label":"Date","values":["2011-11-15"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.other","label":"Dc Identifier Other","values":["deg1320"]},{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://www.lib.ncsu.edu/resolver/1840.16/7518"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["North Carolina State University Theses Statistics."]},{"key":"dc:format","label":"Dc Format","values":["Ph.D. North Carolina State University, 2012."]},{"key":"dc:title","label":"Title","values":["Variable Selection and Dimension Reduction for High Dimensional Complex Data."]}]}],"canonical_facts":{"dc:contributor.advisor":["Lexin Li, Co-Chair","Wenbin Lu, Co-Chair","Howard Bondell, Member","Brian Reich, Member","Larry Grand, Graduate School Representative"],"dc:creator":["Guo, Zifang"],"dc:date.accessioned":["2012-03-18T05:30:11Z"],"dc:date.available":["2012-03-18T05:30:11Z"],"dc:date.issued":["2011-11-15"],"dc:description":["North Carolina State University Theses Statistics."],"dc:format":["Ph.D. North Carolina State University, 2012."],"dc:identifier.other":["deg1320"],"dc:identifier.uri":["http://www.lib.ncsu.edu/resolver/1840.16/7518"],"dc:title":["Variable Selection and Dimension Reduction for High Dimensional Complex Data."]},"updated_at":"2026-08-21T22:21:56Z"}