{"id":"https://openalex.org/W2531323478","doi":null,"title":"Ridge regression for risk prediction with applications to genetic data","display_name":"Ridge regression for risk prediction with applications to genetic data","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2531323478","mag":"2531323478"},"language":"en","primary_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1450546","doi":null,"is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1450546/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: (Proceedings) European Mathematical Genetics Meeting. (pp. p. 424). WILEY-BLACKWELL (2012)","raw_type":"Proceedings paper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006748166","display_name":"Erika Cule","orcid":"https://orcid.org/0000-0002-4043-4482","observed_orcids":["https://orcid.org/0000-0002-4043-4482"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cule, E","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050004764","display_name":"Maria De Iorio","orcid":"https://orcid.org/0000-0003-3109-0478","observed_orcids":["https://orcid.org/0000-0003-3109-0478"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"De Iorio, M","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.8529999852180481,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.8529999852180481,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.06459999829530716,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.0284000001847744,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ridge-regression","display_name":"ridge regression","score":1.0},{"id":"https://openalex.org/keywords/risk-prediction","display_name":"risk prediction","score":0.9929999709129333},{"id":"https://openalex.org/keywords/genetic-data","display_name":"genetic data","score":0.9819999933242798},{"id":"https://openalex.org/keywords/genetic-risk-prediction","display_name":"genetic risk prediction","score":0.5680000185966492},{"id":"https://openalex.org/keywords/high-dimensional-data","display_name":"high-dimensional data","score":0.5220000147819519},{"id":"https://openalex.org/keywords/penalized-regression","display_name":"penalized regression","score":0.6069999933242798}],"concepts":[{"id":"https://openalex.org/C32277403","wikidata":"https://www.wikidata.org/wiki/Q740445","display_name":"Ridge","level":2,"score":0.6087814569473267},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5720556378364563},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3457055985927582},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3388904929161072},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2564317286014557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17500197887420654},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.15470382571220398}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1450546","doi":null,"is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1450546/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: (Proceedings) European Mathematical Genetics Meeting. (pp. p. 424). WILEY-BLACKWELL (2012)","raw_type":"Proceedings paper"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1976296849","https://openalex.org/W2025133978","https://openalex.org/W2047028564","https://openalex.org/W2079775628","https://openalex.org/W2095741373","https://openalex.org/W2122825543","https://openalex.org/W2135046866"],"related_works":["https://openalex.org/W7038082830","https://openalex.org/W6986505686","https://openalex.org/W2530287297","https://openalex.org/W2802014037","https://openalex.org/W2757068781","https://openalex.org/W2565014738","https://openalex.org/W7061175176","https://openalex.org/W1495092918","https://openalex.org/W7096292067","https://openalex.org/W4231611235"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2025-10-10T00:00:00"}