{"id":"https://openalex.org/W3186588872","doi":"https://doi.org/10.20527/epsilon.v15i1.3676","title":"PEMODELAN PENYAKIT DIFTERI DI SUMATERA BARAT MENGGUNAKAN REGRESI ZERO INFLATED DAN REGRESI HURDLE","display_name":"PEMODELAN PENYAKIT DIFTERI DI SUMATERA BARAT MENGGUNAKAN REGRESI ZERO INFLATED DAN REGRESI HURDLE","publication_year":2021,"publication_date":"2021-07-16","ids":{"openalex":"https://openalex.org/W3186588872","doi":"https://doi.org/10.20527/epsilon.v15i1.3676","mag":"3186588872"},"language":"en","primary_location":{"id":"doi:10.20527/epsilon.v15i1.3676","doi":"https://doi.org/10.20527/epsilon.v15i1.3676","is_oa":true,"landing_page_url":"https://doi.org/10.20527/epsilon.v15i1.3676","pdf_url":"https://ppjp.ulm.ac.id/journals/index.php/epsilon/article/download/3676/pdf","source":{"id":"https://openalex.org/S4210175632","display_name":"JURNAL MATEMATIKA MURNI DAN TERAPAN EPSILON","issn_l":"1978-4422","issn":["1978-4422","2656-7660"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310310977","host_organization_name":"Lambung Mangkurat University","host_organization_lineage":["https://openalex.org/P4310310977"],"host_organization_lineage_names":["Lambung Mangkurat University"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPSILON: JURNAL MATEMATIKA MURNI DAN TERAPAN","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ppjp.ulm.ac.id/journals/index.php/epsilon/article/download/3676/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103940250","display_name":"Fitri Mudia Sari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I245308123","display_name":"Universitas Negeri Padang","ror":"https://ror.org/04jrfgq66","country_code":"ID","type":"education","lineage":["https://openalex.org/I245308123"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fitri Mudia Sari","raw_affiliation_strings":["Universitas Negeri Padang (UNP)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Padang (UNP)","institution_ids":["https://openalex.org/I245308123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083024892","display_name":"Pardomuan Robinson Sihombing","orcid":"https://orcid.org/0000-0002-1597-9077","observed_orcids":["https://orcid.org/0000-0002-1597-9077"]},"institutions":[{"id":"https://openalex.org/I4210144933","display_name":"Badan Pusat Statistik","ror":"https://ror.org/04tq55h40","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210144933"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Pardomuan Robinson Sihombing","raw_affiliation_strings":["Badan Pusat Statistik"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Badan Pusat Statistik","institution_ids":["https://openalex.org/I4210144933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16636945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"15","issue":"1","first_page":"66","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.6582000255584717,"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":0.6582000255584717,"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.12449999898672104,"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/T14374","display_name":"Statistical Methods in Epidemiology","score":0.11540000140666962,"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/diphtheria","display_name":"diphtheria","score":0.9879999756813049},{"id":"https://openalex.org/keywords/zero-inflated-poisson-regression","display_name":"zero-inflated Poisson regression","score":0.8190000057220459},{"id":"https://openalex.org/keywords/zero-inflated-negative-binomial-model","display_name":"zero-inflated negative binomial regression","score":0.9639999866485596},{"id":"https://openalex.org/keywords/overdispersion","display_name":"overdispersion","score":0.921999990940094},{"id":"https://openalex.org/keywords/zero-inflation","display_name":"excess zeros","score":0.953000009059906},{"id":"https://openalex.org/keywords/count-data","display_name":"count data","score":0.925000011920929},{"id":"https://openalex.org/keywords/west-sumatra","display_name":"West Sumatra","score":0.8899999856948853}],"concepts":[{"id":"https://openalex.org/C117236510","wikidata":"https://www.wikidata.org/wiki/Q7113620","display_name":"Overdispersion","level":4,"score":0.882026195526123},{"id":"https://openalex.org/C199335787","wikidata":"https://www.wikidata.org/wiki/Q743364","display_name":"Negative binomial distribution","level":3,"score":0.8592238426208496},{"id":"https://openalex.org/C33643355","wikidata":"https://www.wikidata.org/wiki/Q5176731","display_name":"Count data","level":3,"score":0.8067371249198914},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.7627118825912476},{"id":"https://openalex.org/C88721176","wikidata":"https://www.wikidata.org/wiki/Q966010","display_name":"Zero-inflated model","level":4,"score":0.7396941184997559},{"id":"https://openalex.org/C73269764","wikidata":"https://www.wikidata.org/wiki/Q954529","display_name":"Poisson regression","level":3,"score":0.7018246650695801},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6525020003318787},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.6482543349266052},{"id":"https://openalex.org/C91025261","wikidata":"https://www.wikidata.org/wiki/Q7269460","display_name":"Quasi-likelihood","level":4,"score":0.6052407026290894},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.48082029819488525},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4304412305355072},{"id":"https://openalex.org/C41587187","wikidata":"https://www.wikidata.org/wiki/Q1501882","display_name":"Generalized linear model","level":2,"score":0.4275439977645874},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.11405453085899353},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.20527/epsilon.v15i1.3676","doi":"https://doi.org/10.20527/epsilon.v15i1.3676","is_oa":true,"landing_page_url":"https://doi.org/10.20527/epsilon.v15i1.3676","pdf_url":"https://ppjp.ulm.ac.id/journals/index.php/epsilon/article/download/3676/pdf","source":{"id":"https://openalex.org/S4210175632","display_name":"JURNAL MATEMATIKA MURNI DAN TERAPAN EPSILON","issn_l":"1978-4422","issn":["1978-4422","2656-7660"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310310977","host_organization_name":"Lambung Mangkurat University","host_organization_lineage":["https://openalex.org/P4310310977"],"host_organization_lineage_names":["Lambung Mangkurat University"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPSILON: JURNAL MATEMATIKA MURNI DAN TERAPAN","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.20527/epsilon.v15i1.3676","doi":"https://doi.org/10.20527/epsilon.v15i1.3676","is_oa":true,"landing_page_url":"https://doi.org/10.20527/epsilon.v15i1.3676","pdf_url":"https://ppjp.ulm.ac.id/journals/index.php/epsilon/article/download/3676/pdf","source":{"id":"https://openalex.org/S4210175632","display_name":"JURNAL MATEMATIKA MURNI DAN TERAPAN EPSILON","issn_l":"1978-4422","issn":["1978-4422","2656-7660"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310310977","host_organization_name":"Lambung Mangkurat University","host_organization_lineage":["https://openalex.org/P4310310977"],"host_organization_lineage_names":["Lambung Mangkurat University"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPSILON: JURNAL MATEMATIKA MURNI DAN TERAPAN","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7875999808311462,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3186588872.pdf","grobid_xml":"https://content.openalex.org/works/W3186588872.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W334603944","https://openalex.org/W1522232503","https://openalex.org/W1973628995","https://openalex.org/W1982142842","https://openalex.org/W1983114617","https://openalex.org/W1994582084","https://openalex.org/W2058390080","https://openalex.org/W2185514224","https://openalex.org/W2753666478","https://openalex.org/W3010159004","https://openalex.org/W3128170780","https://openalex.org/W3211327708","https://openalex.org/W4302853952"],"related_works":["https://openalex.org/W2896006747","https://openalex.org/W4390506009","https://openalex.org/W3010159004","https://openalex.org/W2341427815","https://openalex.org/W7220356798","https://openalex.org/W2968836828","https://openalex.org/W4386542281","https://openalex.org/W3190405116","https://openalex.org/W3029033832","https://openalex.org/W4300964667"],"abstract_inverted_index":{"Data":[0],"that":[1,31,46,66,99],"states":[2],"the":[3,22,27,37,51,56,61,77,82,88,94,107,122,145,152,159],"number":[4],"of":[5,11,21,29,55,90,96,130],"events":[6],"in":[7,26,93,128,132,135,166],"a":[8],"certain":[9],"period":[10],"time":[12],"is":[13,19,100,163],"called":[14],"count":[15,38],"data.":[16,39],"Poisson":[17,41,110,118,161],"regression":[18,23],"one":[20],"models":[24,65,171],"included":[25],"application":[28],"GLM":[30],"can":[32],"be":[33,48,60],"used":[34,165],"to":[35,69,73,103],"model":[36,80,120,127,147,162],"In":[40],"regression,":[42],"there":[43],"are":[44,67,76],"assumptions":[45],"must":[47,59],"met,":[49],"namely":[50],"mean":[52],"and":[53,81,121,142,155],"variance":[54],"response":[57],"variables":[58],"same":[62],"(equidispersion).":[63],"Several":[64],"able":[68],"overcome":[70],"overdispersion":[71],"due":[72,102],"excess":[74,104],"zero":[75,105],"Zero":[78,108,112],"Inflated":[79,109,113],"Hurdle":[83,117,123,160],"model.":[84],"This":[85],"study":[86],"examines":[87],"characteristics":[89],"parameter":[91,140],"estimation":[92],"modeling":[95],"quantified":[97],"data":[98],"overdispersed":[101],"using":[106],"(ZIP),":[111],"Negative":[114,124],"Binomial":[115,125],"(ZINB),":[116],"(HP)":[119],"(HNB)":[126],"cases":[129],"diphtheria.":[131],"West":[133],"Sumatra":[134],"2018.":[136],"Based":[137],"on":[138],"individual":[139],"testing":[141],"AIC":[143],"values,":[144],"HP":[146],"provides":[148],"better":[149,164],"performance":[150],"than":[151,169],"ZIP,":[153],"ZINB,":[154],"HNB":[156],"models.":[157],"So":[158],"this":[167],"case":[168],"other":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-08-02T00:00:00"}