{"id":"https://openalex.org/W3203156967","doi":null,"title":"Statistical Inference for Data Integration","display_name":"Statistical Inference for Data Integration","publication_year":2021,"publication_date":"2021-09-25","ids":{"openalex":"https://openalex.org/W3203156967","mag":"3203156967"},"language":"en","primary_location":{"id":"mag:3203156967","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2109.12272","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"volume":null,"type":"preprint","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.12272","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101899583","display_name":"Xi Yang","orcid":"https://orcid.org/0000-0002-1277-9539","observed_orcids":["https://orcid.org/0000-0002-1277-9539"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xi Yang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1277-9539","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002773659","display_name":"Katherine A. Hoadley","orcid":"https://orcid.org/0000-0002-1216-477X","observed_orcids":["https://orcid.org/0000-0002-1216-477X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katherine A. Hoadley","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084746497","display_name":"Jan Hannig","orcid":"https://orcid.org/0000-0002-4164-0173","observed_orcids":["https://orcid.org/0000-0002-4164-0173"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jan Hannig","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4164-0173","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5053189482","display_name":"James Stephen Marron","orcid":"https://orcid.org/0000-0003-2000-1476","observed_orcids":["https://orcid.org/0000-0003-2000-1476"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. S. Marron","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":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"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/T13141","display_name":"Statistical Methods and Applications","score":0.6035000085830688,"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/T13141","display_name":"Statistical Methods and Applications","score":0.6035000085830688,"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/T10136","display_name":"Statistical Methods and Inference","score":0.17409999668598175,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.07919999957084656,"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/data-integration","display_name":"data integration","score":0.9350000023841858},{"id":"https://openalex.org/keywords/loading","display_name":"loading","score":0.6660000085830688},{"id":"https://openalex.org/keywords/statistical-significance","display_name":"statistical significance","score":0.718999981880188},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.5580000281333923},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"multivariate analysis","score":0.3840000033378601}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7809088230133057},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7242299914360046},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.6934295892715454},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.6380480527877808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793429613113403},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5269309282302856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.517574667930603},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4646081328392029},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39218246936798096},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36681610345840454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36102721095085144},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2459985911846161},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1698591113090515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14692220091819763},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3203156967","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2109.12272","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null}],"best_oa_location":{"id":"mag:3203156967","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2109.12272","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1908864745","https://openalex.org/W1987573622","https://openalex.org/W2011058684","https://openalex.org/W2071128523","https://openalex.org/W2097255042","https://openalex.org/W2106212894","https://openalex.org/W2110065044","https://openalex.org/W2131994307","https://openalex.org/W2166753727","https://openalex.org/W2605944716","https://openalex.org/W2795686629","https://openalex.org/W2796153844","https://openalex.org/W3047398590","https://openalex.org/W3120747838"],"related_works":["https://openalex.org/W4308609504","https://openalex.org/W2555339824","https://openalex.org/W2576325280","https://openalex.org/W2605944716","https://openalex.org/W7096797379","https://openalex.org/W1051608708","https://openalex.org/W1588164343","https://openalex.org/W3110138363","https://openalex.org/W6980839185","https://openalex.org/W4280638718"],"abstract_inverted_index":{"In":[0,89],"the":[1,14,27,31,68,86,96,99,108],"age":[2],"of":[3,16,62,98],"big":[4],"data,":[5],"data":[6,19,28,58,101],"integration":[7,29],"is":[8,39,73,85],"a":[9],"critical":[10],"step":[11],"especially":[12],"in":[13,110],"understanding":[15],"how":[17],"diverse":[18],"types":[20],"work":[21,24],"together":[22],"and":[23,34,113],"separately.":[25],"Among":[26],"methods,":[30],"Angle-Based":[32],"Joint":[33],"Individual":[35],"Variation":[36],"Explained":[37],"(AJIVE)":[38],"particularly":[40],"attractive":[41],"because":[42],"it":[43],"not":[44],"only":[45],"studies":[46],"joint":[47,112],"behavior":[48],"but":[49],"also":[50],"individual":[51,114],"behavior.":[52],"Typically":[53],"scores":[54],"indicate":[55],"relationships":[56,64],"between":[57],"objects.":[59],"The":[60],"drivers":[61,109],"those":[63],"are":[65,76],"determined":[66],"by":[67],"loadings.":[69],"A":[70,79],"fundamental":[71],"question":[72],"which":[74],"loadings":[75,97],"statistically":[77],"significant.":[78],"useful":[80],"approach":[81],"for":[82,95],"assessing":[83],"this":[84,90],"jackstraw":[87,94],"method.":[88],"paper,":[91],"we":[92],"develop":[93],"AJIVE":[100],"analysis.":[102],"This":[103],"provides":[104],"statistical":[105],"inference":[106],"about":[107],"both":[111],"feature":[115],"spaces.":[116]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2021-10-11T00:00:00"}
