{"id":"https://openalex.org/W2038935246","doi":"https://doi.org/10.1186/1471-2105-11-576","title":"Validation and characterization of DNA microarray gene expression data distribution and associated moments","display_name":"Validation and characterization of DNA microarray gene expression data distribution and associated moments","publication_year":2010,"publication_date":"2010-11-24","ids":{"openalex":"https://openalex.org/W2038935246","doi":"https://doi.org/10.1186/1471-2105-11-576","mag":"2038935246","pmid":"https://pubmed.ncbi.nlm.nih.gov/21092329"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-11-576","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-576","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-576","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030315228","display_name":"Reuben Thomas","orcid":"https://orcid.org/0000-0003-3176-7303"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Reuben Thomas","raw_affiliation_strings":["Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL, USA. mehrotra@iems.northwestern.edu","Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL, USA. mehrotra@iems.northwestern.edu","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, USA","institution_ids":["https://openalex.org/I4210095140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101701557","display_name":"Luis de la Torre","orcid":"https://orcid.org/0009-0003-4369-1294"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luis de la Torre","raw_affiliation_strings":["Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL, USA","Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048213094","display_name":"Xiaoqing Chang","orcid":"https://orcid.org/0000-0003-0752-1848"},"institutions":[{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoqing Chang","raw_affiliation_strings":["Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, NC, 27709, USA","Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, USA"],"affiliations":[{"raw_affiliation_string":"Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, NC, 27709, USA","institution_ids":["https://openalex.org/I4210095140"]},{"raw_affiliation_string":"Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, USA","institution_ids":["https://openalex.org/I4210095140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036216845","display_name":"Sanjay Mehrotra","orcid":"https://orcid.org/0000-0003-1106-1901"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Mehrotra","raw_affiliation_strings":["Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL, USA","Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030315228"],"corresponding_institution_ids":["https://openalex.org/I111979921","https://openalex.org/I4210095140"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":0.405,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.62504952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"576","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10222","display_name":"Genomics and Chromatin Dynamics","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9973000288009644,"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/dna-microarray","display_name":"DNA microarray","score":0.7183090448379517},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.6435962319374084},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5228398442268372},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.4959751069545746},{"id":"https://openalex.org/keywords/gene-expression-profiling","display_name":"Gene expression profiling","score":0.4916022717952728},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.47133684158325195},{"id":"https://openalex.org/keywords/microarray-databases","display_name":"Microarray databases","score":0.462807834148407},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.4547996520996094},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.45467907190322876},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4458059072494507},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33849895000457764},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3259369730949402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.317307710647583}],"concepts":[{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.7183090448379517},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.6435962319374084},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5228398442268372},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.4959751069545746},{"id":"https://openalex.org/C18431079","wikidata":"https://www.wikidata.org/wiki/Q1502169","display_name":"Gene expression profiling","level":4,"score":0.4916022717952728},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.47133684158325195},{"id":"https://openalex.org/C548314002","wikidata":"https://www.wikidata.org/wiki/Q6839218","display_name":"Microarray databases","level":5,"score":0.462807834148407},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.4547996520996094},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.45467907190322876},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4458059072494507},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33849895000457764},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3259369730949402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.317307710647583}],"mesh":[{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1471-2105-11-576","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-576","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-576","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:21092329","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21092329","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:aa281949ba2544b9aa6e613dfcdda8f6","is_oa":true,"landing_page_url":"https://doaj.org/article/aa281949ba2544b9aa6e613dfcdda8f6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 11, Iss 1, p 576 (2010)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:3002903","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3002903","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-11-576","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-576","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-576","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2038935246.pdf","grobid_xml":"https://content.openalex.org/works/W2038935246.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1481794564","https://openalex.org/W1506078357","https://openalex.org/W1561343231","https://openalex.org/W1569352169","https://openalex.org/W1965330300","https://openalex.org/W1969296365","https://openalex.org/W1973614663","https://openalex.org/W1973651601","https://openalex.org/W1984412453","https://openalex.org/W1992242907","https://openalex.org/W1995017987","https://openalex.org/W2004235162","https://openalex.org/W2006820723","https://openalex.org/W2013196115","https://openalex.org/W2032337062","https://openalex.org/W2040482262","https://openalex.org/W2043842514","https://openalex.org/W2044692345","https://openalex.org/W2050831015","https://openalex.org/W2056933088","https://openalex.org/W2057003598","https://openalex.org/W2065037028","https://openalex.org/W2072539182","https://openalex.org/W2080948989","https://openalex.org/W2081098333","https://openalex.org/W2085674106","https://openalex.org/W2091901410","https://openalex.org/W2093017030","https://openalex.org/W2097668519","https://openalex.org/W2099539816","https://openalex.org/W2100471807","https://openalex.org/W2101442043","https://openalex.org/W2103903744","https://openalex.org/W2108596902","https://openalex.org/W2109363337","https://openalex.org/W2114281607","https://openalex.org/W2114502253","https://openalex.org/W2116728532","https://openalex.org/W2120423769","https://openalex.org/W2122538288","https://openalex.org/W2123172482","https://openalex.org/W2128951478","https://openalex.org/W2132448421","https://openalex.org/W2134773935","https://openalex.org/W2135725120","https://openalex.org/W2139290043","https://openalex.org/W2140345723","https://openalex.org/W2143000877","https://openalex.org/W2144055687","https://openalex.org/W2144227498","https://openalex.org/W2147283296","https://openalex.org/W2154362705","https://openalex.org/W2157795344","https://openalex.org/W2158469604","https://openalex.org/W2159898005","https://openalex.org/W2160450758","https://openalex.org/W2160697532","https://openalex.org/W2161056048","https://openalex.org/W2161511352","https://openalex.org/W2164683872","https://openalex.org/W2316512473","https://openalex.org/W2582743722","https://openalex.org/W2611591252","https://openalex.org/W2797177778","https://openalex.org/W3001020049","https://openalex.org/W4230702621","https://openalex.org/W4243954743","https://openalex.org/W4248415074","https://openalex.org/W4294107304"],"related_works":["https://openalex.org/W3152114242","https://openalex.org/W2796636403","https://openalex.org/W1996185163","https://openalex.org/W170658859","https://openalex.org/W1547158732","https://openalex.org/W2151007749","https://openalex.org/W2490137852","https://openalex.org/W1483316219","https://openalex.org/W3023720143","https://openalex.org/W2183420549"],"abstract_inverted_index":{"The":[0,58],"null":[1,61],"hypotheses":[2,62],"for":[3,7,20,66,101],"goodness":[4],"of":[5,24,46,48,60,76,113,116,118,121,124,152,161],"fit":[6],"all":[8,52],"considered":[9],"univariate":[10],"theoretical":[11,155],"probability":[12,156],"distributions":[13,50,120,157],"(including":[14],"the":[15,28,40,67,77,81,99,102,108,111,114,119,122,135,153,162],"Normal":[16],"distribution)":[17],"are":[18,90],"rejected":[19],"more":[21],"than":[22],"50%":[23],"probe":[25,53,78],"sets":[26,54,79],"on":[27,98],"Affymetrix":[29],"microarray":[30,144],"platform":[31,71],"at":[32],"a":[33,43],"95%":[34,94],"confidence":[35,95],"level,":[36],"suggesting":[37],"that":[38,88],"under":[39],"tested":[41],"conditions":[42],"priori":[44],"assumption":[45],"any":[47,150],"these":[49],"across":[51],"is":[55,139],"not":[56],"valid.":[57],"pattern":[59],"rejection":[63],"was":[64],"different":[65],"data":[68],"from":[69,142,158],"Rosetta/Merck":[70],"with":[72,149],"only":[73],"around":[74],"20%":[75],"failing":[80],"logistic":[82],"distribution":[83],"goodness-of-fit":[84],"test.":[85],"We":[86],"find":[87],"there":[89],"statistically":[91,130],"significant":[92,131],"(at":[93],"level":[96],"based":[97],"F-test":[100],"fitted":[103],"linear":[104],"model)":[105],"relationships":[106],"between":[107,134],"mean":[109],"and":[110,137],"logarithm":[112,123],"coefficient":[115],"variation":[117],"gene":[125],"expressions.":[126],"An":[127],"additional":[128],"novel":[129],"quadratic":[132],"relationship":[133],"skewness":[136],"kurtosis":[138],"identified.":[140],"Data":[141],"both":[143],"platforms":[145],"fail":[146],"to":[147],"identify":[148],"one":[151],"chosen":[154],"an":[159],"analysis":[160],"l-moment":[163],"ratio":[164],"diagram.":[165]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}