False discovery control for multiple tests of association under general dependence
We propose a confidence envelope for false discovery control when testing multiple hypotheses of association simultaneously. The method is valid under arbitrary and unknown dependence between the test statistics and allows for an exploratory approach when choosing suitable rejection regions while st...
| Main Author: | |
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| Format: | Journal article |
| Language: | English |
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2006
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| _version_ | 1797095626665623552 |
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| author | Meinshausen, N |
| author_facet | Meinshausen, N |
| author_sort | Meinshausen, N |
| collection | OXFORD |
| description | We propose a confidence envelope for false discovery control when testing multiple hypotheses of association simultaneously. The method is valid under arbitrary and unknown dependence between the test statistics and allows for an exploratory approach when choosing suitable rejection regions while still retaining strong control over the proportion of false discoveries. © Board of the Foundation of the Scandinavian Journal of Statistics 2006. |
| first_indexed | 2024-03-07T04:30:34Z |
| format | Journal article |
| id | oxford-uuid:ce27857d-9c54-4000-a6a3-c467fe83b568 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T04:30:34Z |
| publishDate | 2006 |
| record_format | dspace |
| spelling | oxford-uuid:ce27857d-9c54-4000-a6a3-c467fe83b5682022-03-27T07:33:54ZFalse discovery control for multiple tests of association under general dependenceJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:ce27857d-9c54-4000-a6a3-c467fe83b568EnglishSymplectic Elements at Oxford2006Meinshausen, NWe propose a confidence envelope for false discovery control when testing multiple hypotheses of association simultaneously. The method is valid under arbitrary and unknown dependence between the test statistics and allows for an exploratory approach when choosing suitable rejection regions while still retaining strong control over the proportion of false discoveries. © Board of the Foundation of the Scandinavian Journal of Statistics 2006. |
| spellingShingle | Meinshausen, N False discovery control for multiple tests of association under general dependence |
| title | False discovery control for multiple tests of association under general dependence |
| title_full | False discovery control for multiple tests of association under general dependence |
| title_fullStr | False discovery control for multiple tests of association under general dependence |
| title_full_unstemmed | False discovery control for multiple tests of association under general dependence |
| title_short | False discovery control for multiple tests of association under general dependence |
| title_sort | false discovery control for multiple tests of association under general dependence |
| work_keys_str_mv | AT meinshausenn falsediscoverycontrolformultipletestsofassociationundergeneraldependence |