?url_ver=Z39.88-2004&rft_id=1817031039&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ANALISIS+FUNGSI+HAZARD+RATE+DENGAN+MENGGUNAKAN%0D%0AESTIMATOR+KERNEL+NORMAL+DAN+LOGNORMAL&rft.creator=MAZIATUN+NISA%2C+1817031039&rft.subject=001+Ilmu+pengetahuan&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.description=Hazard+rate+is+include+in+the+survival+analysis+section+that+can+applied+in+life+by%0D%0Aestimating+the+probability+of+survival%2C+death%2C+recurrence%2C+and+other+events+within+a%0D%0Acertain+period+of+time.+The+hazard+rate+function+will+be+analyzed+using+normal+and%0D%0Alognormal+kernel+estimators+which+are+nonparametric+regression+approaches.+This%0D%0Astudi+aimed+to+compare+the+normal+and+lognormal+kernel+estimators+on+hazard+rate%0D%0Afunction+and+get+the+best+estimate+of+the+hazard+rate+function+based+on+hazard%0D%0Afunction+graph%2C+density+function+graph+and+the+smallest+MSE+value.+The+result%0D%0Ashowed+that+the+lognormal+kernel+estimator+method+is+the+best+method+compared%0D%0Ato+the+normal+kernel+estimator+on+the+hazard+rate+function.%0D%0AKeywords%3A+Nonparametric+Regression%2C+Hazard+Rate+Function%2C+Kernel+Estimator%2C%0D%0ANormal+Kernel+Estimator%2C+Lognormal+Kernel+Estimator.%0D%0AHazard+rate+termasuk+dalam+bagian+analisis+kelangsungan+hidup+yang+dapat%0D%0Aditerapkan+di+kehidupan+dengan+mengestimasi+probabilitas+kelangsungan+hidup%2C%0D%0Akematian%2C+kekambuhan%2C+dan+kejadian-kejadian+lainnya+dalam+periode+waktu%0D%0Atertentu.+Fungsi+hazard+rate+akan+dianalisis+menggunakan+estimator+kernel%0D%0Anormal+dan+lognormal+yang+merupakan+metode+pendekatan+regresi%0D%0Anonparametrik.+Penelitian+ini+bertujuan+untuk+membandingkan+metode+estimator%0D%0Akernel+normal+dan+lognormal+pada+fungsi+hazard+rate+dan+mendapatkan+dugaan%0D%0Afungsi+hazard+rate+lebih+baik+berdasarkan+grafik+fungsi+hazard%2C+grafik+fungsi%0D%0Adensitas+dan+nilai+MSE+terkecil.+Hasil+penelitian+ini+menunjukkan+bahwa+metode%0D%0Aestimator+kernel+lognormal+merupakan+metode+yang+lebih+baik+digunakan%0D%0Adibandingkan+estimator+kernel+normal+pada+fungsi+hazard+rate.%0D%0AKata+Kunci%3A+Regresi+Nonparametrik%2C+Fungsi+Hazard+Rate%2C+Estimator+Kermel%2C%0D%0AEstimator+Kernel+Normal%2C+Estimator+Kernel+Lognormal.%0D%0A%0D%0A%0D%0A&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+&rft.date=2022-06-08&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F63453%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F63453%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F63453%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++MAZIATUN+NISA%2C+1817031039++(2022)+ANALISIS+FUNGSI+HAZARD+RATE+DENGAN+MENGGUNAKAN+ESTIMATOR+KERNEL+NORMAL+DAN+LOGNORMAL.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F63453%2F