{"id":"https://openalex.org/W2118378896","doi":"https://doi.org/10.1093/bioinformatics/bts439","title":"imDEV: a graphical user interface to R multivariate analysis tools in Microsoft Excel","display_name":"imDEV: a graphical user interface to R multivariate analysis tools in Microsoft Excel","publication_year":2012,"publication_date":"2012-06-18","ids":{"openalex":"https://openalex.org/W2118378896","doi":"https://doi.org/10.1093/bioinformatics/bts439","mag":"2118378896","pmid":"https://pubmed.ncbi.nlm.nih.gov/22815358"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/bts439","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bts439","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/17/2288/681083/bts439.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/28/17/2288/681083/bts439.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028916691","display_name":"Dmitry Grapov","orcid":"https://orcid.org/0000-0002-7204-3128"},"institutions":[{"id":"https://openalex.org/I4210091898","display_name":"Western Human Nutrition Research Center","ror":"https://ror.org/00dx35m16","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210091898","https://openalex.org/I4210094889"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dmitry Grapov","raw_affiliation_strings":["1,2 \u00a01Department of Nutrition, University of California and 2Obesity and Metabolism Research Unit, USDA, ARS, Western Human Nutrition Research Center, Davis, CA 95616, USA"],"affiliations":[{"raw_affiliation_string":"1,2 \u00a01Department of Nutrition, University of California and 2Obesity and Metabolism Research Unit, USDA, ARS, Western Human Nutrition Research Center, Davis, CA 95616, USA","institution_ids":["https://openalex.org/I4210091898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085030272","display_name":"John W. Newman","orcid":"https://orcid.org/0000-0001-9632-6571"},"institutions":[{"id":"https://openalex.org/I4210091898","display_name":"Western Human Nutrition Research Center","ror":"https://ror.org/00dx35m16","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210091898","https://openalex.org/I4210094889"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John W. Newman","raw_affiliation_strings":["1,2 \u00a01Department of Nutrition, University of California and 2Obesity and Metabolism Research Unit, USDA, ARS, Western Human Nutrition Research Center, Davis, CA 95616, USA"],"affiliations":[{"raw_affiliation_string":"1,2 \u00a01Department of Nutrition, University of California and 2Obesity and Metabolism Research Unit, USDA, ARS, Western Human Nutrition Research Center, Davis, CA 95616, USA","institution_ids":["https://openalex.org/I4210091898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028916691"],"corresponding_institution_ids":["https://openalex.org/I4210091898"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":8.4008,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97577998,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"17","first_page":"2288","last_page":"2290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.9675999879837036,"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":0.9380999803543091,"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/microsoft-excel","display_name":"Microsoft excel","score":0.7832692265510559},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.7405567765235901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.738866925239563},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48253652453422546},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.46797019243240356},{"id":"https://openalex.org/keywords/microsoft-office","display_name":"Microsoft Office","score":0.4570988416671753},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4501287639141083},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4207839071750641},{"id":"https://openalex.org/keywords/microsoft-windows","display_name":"Microsoft Windows","score":0.41773974895477295},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3939668536186218},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.38558679819107056},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3550567626953125},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3485370874404907},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32688912749290466},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32031989097595215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08227568864822388}],"concepts":[{"id":"https://openalex.org/C3019730874","wikidata":"https://www.wikidata.org/wiki/Q11272","display_name":"Microsoft excel","level":2,"score":0.7832692265510559},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.7405567765235901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738866925239563},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48253652453422546},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.46797019243240356},{"id":"https://openalex.org/C523788702","wikidata":"https://www.wikidata.org/wiki/Q11255","display_name":"Microsoft Office","level":2,"score":0.4570988416671753},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4501287639141083},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4207839071750641},{"id":"https://openalex.org/C508378895","wikidata":"https://www.wikidata.org/wiki/Q1406","display_name":"Microsoft Windows","level":3,"score":0.41773974895477295},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3939668536186218},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.38558679819107056},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3550567626953125},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3485370874404907},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32688912749290466},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32031989097595215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08227568864822388},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/bts439","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bts439","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/17/2288/681083/bts439.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:22815358","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22815358","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:europepmc.org:2750614","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3426848","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/bts439","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bts439","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/17/2288/681083/bts439.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1305054082","display_name":null,"funder_award_id":"R01DK078328","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1915901823","display_name":null,"funder_award_id":"T32-GM008799","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G197008112","display_name":null,"funder_award_id":"NIDDK","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2392559963","display_name":null,"funder_award_id":"NIH-NIDDK R01DK078328","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G273024637","display_name":null,"funder_award_id":"R01DK078328","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G3549828030","display_name":null,"funder_award_id":"NIH T32","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4359693134","display_name":null,"funder_award_id":"NIGMS","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4814358198","display_name":null,"funder_award_id":"T32-GM008799","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"},{"id":"https://openalex.org/G5092810817","display_name":null,"funder_award_id":"GM008799","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G5657624791","display_name":null,"funder_award_id":"R01DK078328-01","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G6101595067","display_name":null,"funder_award_id":"intramura","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7381267818","display_name":null,"funder_award_id":"T32-GM008799","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8744160540","display_name":null,"funder_award_id":"NIDDK R01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332605","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2118378896.pdf","grobid_xml":"https://content.openalex.org/works/W2118378896.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W102256548","https://openalex.org/W129305155","https://openalex.org/W1976251851","https://openalex.org/W2007939648","https://openalex.org/W2017422910","https://openalex.org/W2032913011","https://openalex.org/W2071534982","https://openalex.org/W2084719311","https://openalex.org/W2104346261","https://openalex.org/W2140959043","https://openalex.org/W2167942713","https://openalex.org/W2413160538","https://openalex.org/W2582743722","https://openalex.org/W3021544465","https://openalex.org/W3037580669","https://openalex.org/W4237520680","https://openalex.org/W4399569270","https://openalex.org/W4399570329","https://openalex.org/W4399573963","https://openalex.org/W4399584280","https://openalex.org/W6675761025"],"related_works":["https://openalex.org/W2743405062","https://openalex.org/W3207423906","https://openalex.org/W4213258522","https://openalex.org/W2751465666","https://openalex.org/W2011504649","https://openalex.org/W2471287801","https://openalex.org/W1524167041","https://openalex.org/W3128982586","https://openalex.org/W4389924389","https://openalex.org/W566267907"],"abstract_inverted_index":{"Freely":[0],"available":[1],"for":[2],"download":[3],"at":[4],"http://sourceforge.net/projects/imdev/.":[5],"Implemented":[6],"in":[7],"R":[8],"and":[9,11,18],"VBA":[10],"supported":[12],"by":[13],"Microsoft":[14],"Excel":[15],"(2003,":[16],"2007":[17],"2010).":[19]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}