{"id":"https://openalex.org/W4282976206","doi":"https://doi.org/10.1080/03610918.2022.2087876","title":"CorrToolBox: an package for modeling correlational magnitude transformations in discretization contexts","display_name":"CorrToolBox: an package for modeling correlational magnitude transformations in discretization contexts","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4282976206","doi":"https://doi.org/10.1080/03610918.2022.2087876"},"language":"en","primary_location":{"id":"doi:10.1080/03610918.2022.2087876","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2022.2087876","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078220131","display_name":"Ran Gao","orcid":"https://orcid.org/0000-0002-7430-5224"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Gao","raw_affiliation_strings":["Division of Epidemiology and Biostatistics (MC923), University of Illinois at Chicago, Chicago, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-7430-5224","affiliations":[{"raw_affiliation_string":"Division of Epidemiology and Biostatistics (MC923), University of Illinois at Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070974108","display_name":"Hakan Demirta\u015f","orcid":"https://orcid.org/0000-0003-2482-703X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Demirtas","raw_affiliation_strings":["Division of Epidemiology and Biostatistics (MC923), University of Illinois at Chicago, Chicago, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0003-2482-703X","affiliations":[{"raw_affiliation_string":"Division of Epidemiology and Biostatistics (MC923), University of Illinois at Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078220131"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":0.2466,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56503724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"53","issue":"6","first_page":"2715","last_page":"2728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9948999881744385,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9948999881744385,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9797000288963318,"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/discretization","display_name":"Discretization","score":0.8268318176269531},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.6894205808639526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6758408546447754},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5898409485816956},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5633737444877625},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.5168883800506592},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.45945268869400024},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42331066727638245},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4005533456802368},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32066839933395386},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.2961365580558777},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23626267910003662},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11845874786376953},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.06357118487358093}],"concepts":[{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.8268318176269531},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.6894205808639526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6758408546447754},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5898409485816956},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5633737444877625},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.5168883800506592},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.45945268869400024},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42331066727638245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4005533456802368},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32066839933395386},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.2961365580558777},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23626267910003662},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11845874786376953},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.06357118487358093},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/03610918.2022.2087876","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2022.2087876","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6200000047683716,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1958983172","https://openalex.org/W1980918650","https://openalex.org/W1982631144","https://openalex.org/W1983511414","https://openalex.org/W1991816999","https://openalex.org/W1993323182","https://openalex.org/W1998331851","https://openalex.org/W2006944801","https://openalex.org/W2013870017","https://openalex.org/W2016040999","https://openalex.org/W2043200184","https://openalex.org/W2049406472","https://openalex.org/W2054331551","https://openalex.org/W2055367468","https://openalex.org/W2063851694","https://openalex.org/W2063946746","https://openalex.org/W2074694369","https://openalex.org/W2082525234","https://openalex.org/W2085783217","https://openalex.org/W2086888158","https://openalex.org/W2091542812","https://openalex.org/W2095919757","https://openalex.org/W2131142771","https://openalex.org/W2143905719","https://openalex.org/W2299123649","https://openalex.org/W2343370179","https://openalex.org/W2584488976","https://openalex.org/W2758304000","https://openalex.org/W4237092326"],"related_works":["https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911","https://openalex.org/W2374248756","https://openalex.org/W2375492428","https://openalex.org/W2350419982"],"abstract_inverted_index":{"This":[0],"article":[1],"describes":[2],"the":[3,12,20,25,28,39,49],"R":[4],"package":[5,40],"CorrToolBox,":[6],"which":[7],"is":[8],"designed":[9],"for":[10],"modeling":[11],"correlation":[13],"transitions":[14],"under":[15],"specified":[16],"distributional":[17],"assumptions":[18],"within":[19],"realm":[21],"of":[22,27,38,66],"discretization":[23],"in":[24],"context":[26],"latency":[29],"and":[30,36,52],"threshold":[31],"concepts.":[32],"The":[33],"practical":[34],"utility":[35],"functionality":[37],"are":[41,54],"demonstrated":[42],"by":[43],"several":[44],"illustrative":[45],"examples.":[46],"In":[47],"addition,":[48],"package\u2019s":[50],"feasibility":[51],"performance":[53],"evaluated":[55],"via":[56],"simulation":[57],"studies":[58],"using":[59],"synthetic":[60],"mixed":[61],"data":[62],"with":[63],"a":[64],"range":[65],"marginal":[67],"distributions.":[68]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
