?url_ver=Z39.88-2004&rft_id=1817031089&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PERFORMA+MODEL+REGRESI+ZERO+INFLATED+NEGATIVE%0D%0ABINOMIAL+(ZINB)+UNTUK+MENGATASI+OVERDISPERSI+PADA%0D%0ADISTRIBUSI+POISSON%0D%0A(STUDI+KASUS%3A+JUMLAH+KEMATIAN+BAYI)&rft.creator=Refi+Indira+Firyal+Effendi%2C+1817031089&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.subject=001+Ilmu+pengetahuan&rft.description=ABSTRACT%0D%0APERFORMANCE+MODEL+ZERO+INFLATED+NEGATIVE+BINOMIAL%0D%0A(ZINB)+REGRESSION+TO+OVERCOME+OVERDISPERSION+IN%0D%0APOISSON+DISTRIBUTION%0D%0A(STUDY+CASE%3A+NUMBER+OF+INFANT+DEATH)%0D%0ABy%0D%0ARefi+Indira+Firyal+Effendi%0D%0AThe+case+of+infant+mortality+is+one+measure+of+the+state+of+public+health.%0D%0AResearching+the+causes+of+infant+death+is+one+way+to+try+and+lower+the+number+of%0D%0Ainfant+deaths.+Poisson+regression+can+be+used+to+describe+the+number+of+cases+of%0D%0Ainfant+mortality+and+the+factors+that+influence+it.+However%2C+overdispersion%0D%0Aconditions+where+the+variance+of+the+dependent+variable+is+higher+than+the+average%0D%0Avalue+are+often+found+in+Poisson+regression+analysis.+Too+many+zeros+in+the%0D%0Adependent+variable+can+cause+overdispersion.+One+way+to+overcome+the+problem%0D%0Aof+overdispersion+is+the+ZINB+regression+model.+ZINB+regression+is+a+better%0D%0Amethod+to+use+to+model+the+number+of+cases+of+infant+mortality+and+the+factors+that%0D%0Ainfluence+it+in+South+Lampung+Regency+in+2021.+In+this+study%2C+data+on+the+number%0D%0Aof+cases+of+infant+mortality+in+South+Lampung+in+2021+has+a+high+percentage+of%0D%0Azero+values.+Therefore%2C+the+use+of+the+ZINB+regression+model+is+suitable+for%0D%0Amodeling+the+data.+The+results+of+the+analysis+showed+that+Low+Birth+Weight%0D%0AInfants+(LBW)+(X1)%2C+deliveries+assisted+by+health+personnel+(X2)%2C+and+exclusive%0D%0Abreastfeeding+(X4)%2C+were+the+variables+that+most+influenced+the+number+of+cases+of%0D%0Ainfant+mortality.%0D%0AKeywords%3A+Poisson%2C+Case+of+Infant+Mortality%2C+Overdispersion%2C+Zero-Inflated%2C%0D%0AZINB.%0D%0A%0D%0A%0D%0AKasus+kematian+bayi+merupakan+salah+satu+tolak+ukur+keadaan+kesehatan%0D%0Amasyarakat.+Meneliti+penyebab+kematian+bayi+adalah+salah+satu+cara+untuk%0D%0Amencoba+dan+menurunkan+jumlah+kematian+bayi.+Regresi+Poisson+dapat%0D%0Adigunakan+untuk+menggambarkan+jumlah+kasus+kematian+bayi+serta+faktor-faktor%0D%0Ayang+mempengaruhinya.+Namun%2C+kondisi+overdispersi+di+mana+nilai+variansi%0D%0Avariabel+terikat+lebih+tinggi+daripada+nilai+rata-rata+sering+ditemukan+dalam%0D%0Aanalisis+regresi+Poisson.+Terlalu+banyak+nilai+nol+dalam+variabel+terikat+dapat%0D%0Amenyebabkan+overdispersi.+Salah+satu+cara+untuk+mengatasi+masalah+overdispersi%0D%0Aadalah+model+regresi+ZINB.+Regresi+ZINB+merupakan+metode+yang+lebih+baik%0D%0Adigunakan+untuk+memodelkan+jumlah+kasus+kematian+bayi+dan+faktor-faktor+yang%0D%0Amempengaruhinya+di+Kabupaten+Lampung+Selatan+tahun+2021.+Pada+penelitian%0D%0Aini%2C+data+kasus+jumlah+kematian+bayi+di+Lampung+Selatan+tahun+2021+memiliki%0D%0Apersentase+nilai+nol+yang+tinggi.+Oleh+karena+itu%2C+penggunaan+model+regresi+ZINB%0D%0Acocok+untuk+memodelkan+data+tersebut.+Hasil+analisis+menunjukkan+bahwa+Bayi%0D%0ABerat+Lahir+Rendah+BBLR+(&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2023-02-02&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F69549%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F69549%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F69549%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++Refi+Indira+Firyal+Effendi%2C+1817031089++(2023)+PERFORMA+MODEL+REGRESI+ZERO+INFLATED+NEGATIVE+BINOMIAL+(ZINB)+UNTUK+MENGATASI+OVERDISPERSI+PADA+DISTRIBUSI+POISSON+(STUDI+KASUS%3A+JUMLAH+KEMATIAN+BAYI).++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.++++(Submitted)++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F69549%2F