{"id":"https://openalex.org/W2172219706","doi":"https://doi.org/10.1186/1471-2105-10-342","title":"iQuantitator: A tool for protein expression inference using iTRAQ","display_name":"iQuantitator: A tool for protein expression inference using iTRAQ","publication_year":2009,"publication_date":"2009-10-18","ids":{"openalex":"https://openalex.org/W2172219706","doi":"https://doi.org/10.1186/1471-2105-10-342","mag":"2172219706","pmid":"https://pubmed.ncbi.nlm.nih.gov/19835628"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-10-342","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-10-342","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-10-342","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/10.1186/1471-2105-10-342","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109331376","display_name":"John H. Schwacke","orcid":null},"institutions":[{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John H Schwacke","raw_affiliation_strings":["Department of Biochemistry, Medical University of South Carolina, Charleston, South Carolina, USA. schwacke@musc.edu","Department of Biochemistry, Medical University of South Carolina, Charleston, South Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biochemistry, Medical University of South Carolina, Charleston, South Carolina, USA. schwacke@musc.edu","institution_ids":["https://openalex.org/I153297377"]},{"raw_affiliation_string":"Department of Biochemistry, Medical University of South Carolina, Charleston, South Carolina, USA","institution_ids":["https://openalex.org/I153297377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005611441","display_name":"Elizabeth G. Hill","orcid":"https://orcid.org/0000-0003-0896-4106"},"institutions":[{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth G Hill","raw_affiliation_strings":["Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA","institution_ids":["https://openalex.org/I153297377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026187122","display_name":"Edward L. Krug","orcid":"https://orcid.org/0000-0002-4345-6580"},"institutions":[{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward L Krug","raw_affiliation_strings":["Department of Cell Biology and Anatomy, Medical University of South Carolina, Charleston, South Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cell Biology and Anatomy, Medical University of South Carolina, Charleston, South Carolina, USA","institution_ids":["https://openalex.org/I153297377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008678651","display_name":"Susana Comte\u2010Walters","orcid":null},"institutions":[{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susana Comte-Walters","raw_affiliation_strings":["Department of Pharmacology, Medical University of South Carolina, Charleston, South Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacology, Medical University of South Carolina, Charleston, South Carolina, USA","institution_ids":["https://openalex.org/I153297377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043823252","display_name":"Kevin L. Schey","orcid":"https://orcid.org/0000-0002-3959-1712"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin L Schey","raw_affiliation_strings":["Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee, USA","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109331376"],"corresponding_institution_ids":["https://openalex.org/I153297377"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":2.1693,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.86856181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"342","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.23440000414848328,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.23440000414848328,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.10949999839067459,"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/T11124","display_name":"Protein purification and stability","score":0.05249999836087227,"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/computer-science","display_name":"Computer science","score":0.7191976308822632},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.6763184666633606},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5660197138786316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49132075905799866},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3632892370223999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.203243225812912},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14718082547187805},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.14227738976478577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7191976308822632},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.6763184666633606},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5660197138786316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49132075905799866},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3632892370223999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.203243225812912},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14718082547187805},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.14227738976478577}],"mesh":[{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","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":"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":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1471-2105-10-342","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-10-342","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-10-342","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:19835628","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19835628","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:19ebd7e6da8a49d791190f6f0061f4ab","is_oa":true,"landing_page_url":"https://doaj.org/article/19ebd7e6da8a49d791190f6f0061f4ab","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 10, Iss 1, p 342 (2009)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2770557","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2770557","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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:10.1186/1471-2105-10-342","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-10-342","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-10-342","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":[{"id":"https://openalex.org/G6569169460","display_name":null,"funder_award_id":"RR018823","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8035113111","display_name":null,"funder_award_id":"C06 RR018823","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G918558524","display_name":null,"funder_award_id":"C06 RR018823","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337365","display_name":"National Institute of Dental and Craniofacial Research","ror":"https://ror.org/004a2wv92"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2172219706.pdf","grobid_xml":"https://content.openalex.org/works/W2172219706.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1491542233","https://openalex.org/W1494853941","https://openalex.org/W1549853756","https://openalex.org/W1583738858","https://openalex.org/W1601674470","https://openalex.org/W1857092603","https://openalex.org/W1967282477","https://openalex.org/W1971676830","https://openalex.org/W1972556338","https://openalex.org/W1997504014","https://openalex.org/W2023096047","https://openalex.org/W2038249420","https://openalex.org/W2039113660","https://openalex.org/W2071030970","https://openalex.org/W2073352191","https://openalex.org/W2083956072","https://openalex.org/W2109993774","https://openalex.org/W2120016245","https://openalex.org/W2148365034","https://openalex.org/W2157427518","https://openalex.org/W2166998713","https://openalex.org/W2479390720","https://openalex.org/W2500756573","https://openalex.org/W2582743722","https://openalex.org/W2797545377"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2151689585","https://openalex.org/W2380816257","https://openalex.org/W3087071515","https://openalex.org/W4283726152","https://openalex.org/W2390279801","https://openalex.org/W1525770572","https://openalex.org/W4391913857"],"abstract_inverted_index":{"BACKGROUND:":[0],"Isobaric":[1],"Tags":[2],"for":[3,30,46,206],"Relative":[4],"and":[5,44,57,74,87,95,116,152,186,204,225],"Absolute":[6],"Quantitation":[7],"(iTRAQ)":[8],"[Applied":[9],"Biosystems]":[10],"have":[11,37,107],"seen":[12],"increased":[13],"application":[14,207],"in":[15,51,124,201,208,222],"differential":[16],"protein":[17,52,94],"expression":[18,53],"analysis.":[19],"To":[20],"facilitate":[21],"the":[22,48,76,84,88,118,125,137,171,180,190,219,223],"growing":[23],"need":[24],"to":[25,83,167],"analyze":[26],"iTRAQ":[27,34,72,132],"data,":[28],"especially":[29],"cases":[31],"involving":[32],"multiple":[33,71,131],"experiments,":[35],"we":[36,135,174],"developed":[38],"a":[39,65,110,209],"modeling":[40,62,114,197],"approach,":[41,142],"statistical":[42],"methods,":[43],"tools":[45],"estimating":[47],"relative":[49],"changes":[50],"under":[54,103],"various":[55],"treatments":[56],"experimental":[58,184,212],"conditions.":[59],"RESULTS:":[60],"This":[61],"approach":[63,115,198],"provides":[64],"unified":[66],"analysis":[67,192],"of":[68,91,121,130,139,149,162,170,179,211,227],"data":[69,127],"from":[70,189],"experiments":[73],"links":[75],"observed":[77],"quantity":[78,90],"(reporter":[79],"ion":[80],"peak":[81],"area)":[82],"experiment":[85],"design":[86],"calculated":[89],"interest":[92],"(treatment-dependent":[93],"peptide":[96],"fold":[97],"change)":[98],"through":[99,109],"an":[100,140],"additive":[101],"model":[102],"log":[104],"transformation.":[105],"Others":[106],"demonstrated,":[108],"case":[111],"study,":[112],"this":[113],"noted":[117],"computational":[119],"challenges":[120],"parameter":[122],"inference":[123,141],"unbalanced":[126],"set":[128],"typical":[129],"experiments.":[133],"Here":[134],"present":[136,176],"development":[138],"based":[143],"on":[144],"hierarchical":[145],"regression":[146,150],"with":[147],"batching":[148],"coefficients":[151],"Markov":[153],"Chain":[154],"Monte":[155],"Carlo":[156],"(MCMC)":[157],"methods":[158,203],"that":[159],"overcomes":[160,199],"some":[161],"these":[163],"challenges.":[164],"In":[165],"addition":[166],"our":[168,177],"discussion":[169],"underlying":[172],"method,":[173],"also":[175],"implementation":[178],"software,":[181],"simulation":[182],"results,":[183,185],"sample":[187],"output":[188],"resulting":[191],"report.":[193],"CONCLUSION:":[194],"iQuantitator's":[195],"process-based":[196],"limitations":[200],"current":[202],"allows":[205],"variety":[210],"designs.":[213],"Additionally,":[214],"hypertext-linked":[215],"documents":[216],"produced":[217],"by":[218],"tool":[220],"aid":[221],"interpretation":[224],"exploration":[226],"results.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}
