{"id":"https://openalex.org/W2104944657","doi":"https://doi.org/10.1093/bioinformatics/btu313","title":"unifiedWMWqPCR: the unified Wilcoxon\u2013Mann\u2013Whitney test for analyzing RT-qPCR data in R","display_name":"unifiedWMWqPCR: the unified Wilcoxon\u2013Mann\u2013Whitney test for analyzing RT-qPCR data in R","publication_year":2014,"publication_date":"2014-05-02","ids":{"openalex":"https://openalex.org/W2104944657","doi":"https://doi.org/10.1093/bioinformatics/btu313","mag":"2104944657","pmid":"https://pubmed.ncbi.nlm.nih.gov/24794933"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btu313","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btu313","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/30/17/2494/9963861/btu313.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/30/17/2494/9963861/btu313.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088608278","display_name":"Jan De Neve","orcid":"https://orcid.org/0000-0003-1992-0627"},"institutions":[{"id":"https://openalex.org/I1324605556","display_name":"Australian Bureau of Statistics","ror":"https://ror.org/00ve6e186","country_code":"AU","type":"government","lineage":["https://openalex.org/I1280568170","https://openalex.org/I1324605556","https://openalex.org/I2801453606"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Jan De Neve","raw_affiliation_strings":["1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia","institution_ids":["https://openalex.org/I1324605556","https://openalex.org/I32597200","https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062586004","display_name":"Joris Meys","orcid":null},"institutions":[{"id":"https://openalex.org/I1324605556","display_name":"Australian Bureau of Statistics","ror":"https://ror.org/00ve6e186","country_code":"AU","type":"government","lineage":["https://openalex.org/I1280568170","https://openalex.org/I1324605556","https://openalex.org/I2801453606"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Joris Meys","raw_affiliation_strings":["1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia","institution_ids":["https://openalex.org/I1324605556","https://openalex.org/I32597200","https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110471052","display_name":"Jean\u2010Pierre Ottoy","orcid":null},"institutions":[{"id":"https://openalex.org/I1324605556","display_name":"Australian Bureau of Statistics","ror":"https://ror.org/00ve6e186","country_code":"AU","type":"government","lineage":["https://openalex.org/I1280568170","https://openalex.org/I1324605556","https://openalex.org/I2801453606"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Jean\u2013Pierre Ottoy","raw_affiliation_strings":["1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia","institution_ids":["https://openalex.org/I1324605556","https://openalex.org/I32597200","https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088783585","display_name":"Lieven Clement","orcid":"https://orcid.org/0000-0002-9050-4370"},"institutions":[{"id":"https://openalex.org/I1324605556","display_name":"Australian Bureau of Statistics","ror":"https://ror.org/00ve6e186","country_code":"AU","type":"government","lineage":["https://openalex.org/I1280568170","https://openalex.org/I1324605556","https://openalex.org/I2801453606"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Lieven Clement","raw_affiliation_strings":["1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia","institution_ids":["https://openalex.org/I1324605556","https://openalex.org/I32597200","https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091491978","display_name":"Olivier Thas","orcid":"https://orcid.org/0000-0001-6442-4089"},"institutions":[{"id":"https://openalex.org/I1324605556","display_name":"Australian Bureau of Statistics","ror":"https://ror.org/00ve6e186","country_code":"AU","type":"government","lineage":["https://openalex.org/I1280568170","https://openalex.org/I1324605556","https://openalex.org/I2801453606"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Olivier Thas","raw_affiliation_strings":["1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 \u00a01Department of Mathematical Modelling, Statistics and Bioinformatics, 2Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and 3National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia","institution_ids":["https://openalex.org/I1324605556","https://openalex.org/I32597200","https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":2.0162,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87559555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":"17","first_page":"2494","last_page":"2495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.25189998745918274,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.25189998745918274,"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/T13398","display_name":"Data Analysis with R","score":0.1023000031709671,"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/T10885","display_name":"Gene expression and cancer classification","score":0.04919999837875366,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bioconductor","display_name":"Bioconductor","score":0.9068076014518738},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.7315146923065186},{"id":"https://openalex.org/keywords/wilcoxon-signed-rank-test","display_name":"Wilcoxon signed-rank test","score":0.6979576349258423},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6401137709617615},{"id":"https://openalex.org/keywords/mann\u2013whitney-u-test","display_name":"Mann\u2013Whitney U test","score":0.5977899432182312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.593873143196106},{"id":"https://openalex.org/keywords/software-package","display_name":"Software package","score":0.5169567465782166},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.509641170501709},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4700298011302948},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4224613606929779},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3093137741088867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23578408360481262},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1438843309879303},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07649165391921997}],"concepts":[{"id":"https://openalex.org/C2779694297","wikidata":"https://www.wikidata.org/wiki/Q2888953","display_name":"Bioconductor","level":3,"score":0.9068076014518738},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.7315146923065186},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.6979576349258423},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6401137709617615},{"id":"https://openalex.org/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"score":0.5977899432182312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.593873143196106},{"id":"https://openalex.org/C3020440742","wikidata":"https://www.wikidata.org/wiki/Q1176855","display_name":"Software package","level":3,"score":0.5169567465782166},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.509641170501709},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4700298011302948},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4224613606929779},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3093137741088867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23578408360481262},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1438843309879303},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07649165391921997},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[{"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":"D009447","descriptor_name":"Neuroblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009447","descriptor_name":"Neuroblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009447","descriptor_name":"Neuroblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D018709","descriptor_name":"Statistics, Nonparametric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018709","descriptor_name":"Statistics, Nonparametric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018709","descriptor_name":"Statistics, Nonparametric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D060888","descriptor_name":"Real-Time Polymerase Chain Reaction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060888","descriptor_name":"Real-Time Polymerase Chain Reaction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060888","descriptor_name":"Real-Time Polymerase Chain Reaction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1093/bioinformatics/btu313","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btu313","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/30/17/2494/9963861/btu313.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:24794933","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24794933","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:ro.uow.edu.au:eispapers-4474","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers/3457","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part A","raw_type":"article"},{"id":"pmh:oai:archive.ugent.be:4376165","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/4376165","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1367-4803","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btu313","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btu313","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/30/17/2494/9963861/btu313.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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2104944657.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W180605881","https://openalex.org/W1966933180","https://openalex.org/W2104956231","https://openalex.org/W2160697532","https://openalex.org/W2166763675","https://openalex.org/W2171038022","https://openalex.org/W2582743722"],"related_works":["https://openalex.org/W2982252354","https://openalex.org/W2728564446","https://openalex.org/W3045904767","https://openalex.org/W2161868542","https://openalex.org/W2140163842","https://openalex.org/W3156537409","https://openalex.org/W2747931568","https://openalex.org/W2921090651","https://openalex.org/W2792883187","https://openalex.org/W2098339479"],"abstract_inverted_index":{"MOTIVATION:":[0],"Recently,":[1],"De":[2],"Neve":[3],"et":[4],"al.":[5],"proposed":[6],"a":[7,33,70],"modification":[8],"of":[9],"the":[10,27,40,43,50,78,89],"Wilcoxon-Mann-Whitney":[11],"(WMW)":[12],"test":[13,62],"for":[14,60,73,87],"assessing":[15],"differential":[16],"expression":[17,44,51],"based":[18],"on":[19],"RT-qPCR":[20,75],"data.":[21],"Their":[22],"test,":[23,31],"referred":[24],"to":[25],"as":[26],"unified":[28],"WMW":[29],"(uWMW)":[30],"incorporates":[32],"robust":[34],"and":[35,38,98],"intuitive":[36],"normalization":[37],"quantifies":[39],"probability":[41],"that":[42],"from":[45,52],"one":[46],"treatment":[47,54],"group":[48],"exceeds":[49],"another":[53],"group.":[55],"However,":[56],"no":[57],"software":[58],"package":[59,72,82,97],"this":[61],"was":[63],"available":[64],"yet.":[65],"RESULTS:":[66],"We":[67],"have":[68],"developed":[69],"Bioconductor":[71],"analyzing":[74],"data":[76],"with":[77],"uWMW":[79],"test.":[80],"The":[81,95],"also":[83],"provides":[84],"graphical":[85],"tools":[86],"visualizing":[88],"effect":[90],"sizes.":[91],"AVAILABILITY":[92],"AND":[93],"IMPLEMENTATION:":[94],"unifiedWMWqPCR":[96],"its":[99],"user":[100],"documentation":[101],"can":[102],"be":[103],"obtained":[104],"through":[105],"Bioconductor.":[106]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}