{"id":"https://openalex.org/W4388996700","doi":"https://doi.org/10.1016/j.procs.2023.10.563","title":"Predicting Cancer Death Rate and Determining the Major Cause of Cancer using Ridge Regression","display_name":"Predicting Cancer Death Rate and Determining the Major Cause of Cancer using Ridge Regression","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388996700","doi":"https://doi.org/10.1016/j.procs.2023.10.563"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2023.10.563","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.procs.2023.10.563","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093336370","display_name":"Livia Leonita","orcid":null},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Livia Leonita","raw_affiliation_strings":["Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia"],"affiliations":[{"raw_affiliation_string":"Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093336371","display_name":"Natanael Haposan Jeby","orcid":null},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Natanael Haposan Jeby","raw_affiliation_strings":["Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia"],"affiliations":[{"raw_affiliation_string":"Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093336372","display_name":"Sevien","orcid":null},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"None Sevien","raw_affiliation_strings":["Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia"],"affiliations":[{"raw_affiliation_string":"Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067492547","display_name":"Margaretha Ohyver","orcid":"https://orcid.org/0000-0002-6844-8480"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Margaretha Ohyver","raw_affiliation_strings":["Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia"],"affiliations":[{"raw_affiliation_string":"Statistics Department, School of Computer Science, Bina Nusantara University, Jakarta 11480, Indonesia","institution_ids":["https://openalex.org/I166073570"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067492547"],"corresponding_institution_ids":["https://openalex.org/I166073570"],"apc_list":null,"apc_paid":null,"fwci":1.057,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.663108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":84},"biblio":{"volume":"227","issue":null,"first_page":"599","last_page":"605"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9665,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9665,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.5220344}],"concepts":[{"id":"https://openalex.org/C189285262","wikidata":"https://www.wikidata.org/wiki/Q1332350","display_name":"Multicollinearity","level":3,"score":0.9730592},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.66049576},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.6333646},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5820812},{"id":"https://openalex.org/C32277403","wikidata":"https://www.wikidata.org/wiki/Q740445","display_name":"Ridge","level":2,"score":0.536002},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.5220344},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.51774067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47390094},{"id":"https://openalex.org/C127598652","wikidata":"https://www.wikidata.org/wiki/Q558635","display_name":"Per capita","level":3,"score":0.4332437},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.42673707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24697843},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.219652},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11296469},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.110830486},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.07100341},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06938496},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2023.10.563","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2023.10.563","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":8,"referenced_works":["https://openalex.org/W1988268462","https://openalex.org/W2151165687","https://openalex.org/W2749809726","https://openalex.org/W2782069613","https://openalex.org/W2944547246","https://openalex.org/W3033551317","https://openalex.org/W3125397245","https://openalex.org/W5551697"],"related_works":["https://openalex.org/W4313294559","https://openalex.org/W4289730765","https://openalex.org/W3134815827","https://openalex.org/W2998356124","https://openalex.org/W2154141522","https://openalex.org/W2122926592","https://openalex.org/W2035047774","https://openalex.org/W1974758259","https://openalex.org/W1974436374","https://openalex.org/W1965807679"],"abstract_inverted_index":{"There":[0],"are":[1,63],"a":[2,11],"few":[3],"assumptions":[4],"that":[5],"must":[6],"be":[7],"fulfilled":[8],"to":[9,50,69,79],"obtain":[10],"good":[12],"regression":[13],"model.":[14],"One":[15],"of":[16,74],"them":[17],"is":[18,20,61],"there":[19,62],"no":[21],"multicollinearity":[22,52],"in":[23,53],"predictors.":[24,43],"This":[25,44],"one":[26,47],"did":[27],"not":[28],"meet":[29],"when":[30],"Steven":[31],"Burnett":[32],"generated":[33],"prediction":[34],"model":[35,55,83],"for":[36],"Cancer":[37],"Mortality":[38],"Rates":[39],"which":[40],"have":[41],"31":[42],"research":[45],"has":[46,87],"objective,":[48],"i.e.,":[49],"handle":[51],"Burnet":[54],"using":[56],"Ridge":[57],"Regression.":[58],"The":[59,81],"result":[60],"8":[64],"predictors":[65,86],"as":[66],"significant":[67],"factors":[68],"mean":[70],"per":[71],"capita":[72],"(100,000)":[73],"cancer":[75],"mortalities":[76],"from":[77],"2010":[78],"2016.":[80],"estimated":[82],"with":[84],"these":[85],"better":[88],"accuracy":[89],"than":[90],"the":[91],"Ordinary":[92],"Least":[93],"Square":[94],"regression.":[95]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4388996700","counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-01-09T07:22:43.928541","created_date":"2023-11-26"}