{"id":{"repo_id":"must-thes","oai_identifier":"oai:scholarsmine.mst.edu:doctoral_dissertations-2724"},"canonical_url":"https://search.dev.ndltd.org/etd/must-thes/oai:scholarsmine.mst.edu:doctoral_dissertations-2724","repository":{"repo_id":"must-thes","name":"Missouri University of Science and Technology","base_url":"https://scholarsmine.mst.edu/do/oai/"},"display":{"title":"Distributional aspects of P-value and their use in multiple testing situations","abstract":"\"High dimensional experiments (HDEs) involving thousands of simultaneous hypothesis tests have become more prevalent in recent years. Several statistical methods that have been proposed for analyzing data from such experiments have used the distribution of P-values that result from these tests. This dissertation brings together some past research on the distribution of a P-value as a random variable and places it in the context of HDEs\"--Abstract, page iii.","abstract_html":""High dimensional experiments (HDEs) involving thousands of simultaneous hypothesis tests have become more prevalent in recent years. Several statistical methods that have been proposed for analyzing data from such experiments have used the distribution of P-values that result from these tests. This dissertation brings together some past research on the distribution of a P-value as a random variable and places it in the context of HDEs"--Abstract, page iii.","abstract_has_math":false,"creators":["Hu, Xiaojun"],"institution":"University of Missouri--Rolla","degree_name":"Ph. D. in Mathematics","degree_level":null,"degree_discipline":null,"degree_department":null,"school":null,"contributors":[],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2016,"date_issued":"2016-02-10T08:00:00Z","date_published":"2016-02-10T08:00:00Z","updated_at":"2026-07-24T03:19:21Z","subjects":["Microarray experiment","P-value","Mathematics"],"languages":[],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"https://scholarsmine.mst.edu/doctoral_dissertations/1722","outbound_label":"Repository record","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:creator","label":"Author","values":["Hu, Xiaojun"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.available","label":"Dc Date Available","values":["2016-02-10T08:00:00Z"]},{"key":"dc:type","label":"Dc Type","values":["Dissertation - Citation"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Ph. D. in Mathematics"]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Missouri--Rolla"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Microarray experiment","P-value","Mathematics"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["https://scholarsmine.mst.edu/doctoral_dissertations/1722"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["\"High dimensional experiments (HDEs) involving thousands of simultaneous hypothesis tests have become more prevalent in recent years. Several statistical methods that have been proposed for analyzing data from such experiments have used the distribution of P-values that result from these tests. This dissertation brings together some past research on the distribution of a P-value as a random variable and places it in the context of HDEs\"--Abstract, page iii."]},{"key":"dc:title","label":"Title","values":["Distributional aspects of P-value and their use in multiple testing situations"]}]}],"canonical_facts":{"dc:creator":["Hu, Xiaojun"],"dc:date.available":["2016-02-10T08:00:00Z"],"dc:description.abstract":["\"High dimensional experiments (HDEs) involving thousands of simultaneous hypothesis tests have become more prevalent in recent years. Several statistical methods that have been proposed for analyzing data from such experiments have used the distribution of P-values that result from these tests. This dissertation brings together some past research on the distribution of a P-value as a random variable and places it in the context of HDEs\"--Abstract, page iii."],"dc:identifier":["https://scholarsmine.mst.edu/doctoral_dissertations/1722"],"dc:subject":["Microarray experiment","P-value","Mathematics"],"dc:title":["Distributional aspects of P-value and their use in multiple testing situations"],"dc:type":["Dissertation - Citation"],"thesis:degree_name":["Ph. D. in Mathematics"],"thesis:institution_name":["University of Missouri--Rolla"]},"updated_at":"2026-07-24T03:19:21Z"}