?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ANALISIS+SURVIVAL+DENGAN+PENDEKATAN+MULTIVARIATE%0D%0AADAPTIVE+REGRESSION+SPLINES+(MARS)+PADA+KASUS+PENYAKIT%0D%0A%0D%0AHIPERTENSI&rft.creator=MEIRY+EGA+YOHANNA+NAIBORHU%2C+1717031031&rft.subject=510+Matematika&rft.description=Analisis+survival+merupakan+kumpulan+metode+statistika+yang+digunakan+untuk%0D%0Amenganalisis+data+dimana+variabel+akhir+yang+diteliti+adalah+waktu+sampai+suatu%0D%0Akejadian+(event)+muncul.+Penyakit+hipertensi+adalah+faktor+risiko+ketiga+terbesar%0D%0Ayang+menyebabkan+kematian+dini%2C+terjadinya+gagal+jantung+serta+penyakit%0D%0Agangguan+otak.+Penelitian+ini+menggunakan+metode+nonparametrik+Multivariate%0D%0AAdaptive+Regression+Splines+(MARS)+yang+diaplikasikan+pada+data+pasien%0D%0Ahipertensi.+Penelitian+ini+bertujuan+untuk+melihat+faktor-faktor+apa+saja+yang%0D%0Aberpengaruh+terhadap+laju+kesembuhan+pasien+hipertensi+dengan+membentuk%0D%0Amodel+terbaik+MARS+dan+melihat+nilai+GCV+(Generalized+Cross+Validation)%0D%0Aterkecil.+Dari+penelitian+ini+diperoleh+pemodelan+Cox+dengan+pendekatan+MARS%0D%0Ayaitu+sebagai+berikut%3A%0D%0Ah(t%2C+x)+%3D+h0(t)exp+(0.166722+%E2%88%92+0.621634+%E2%88%97+BF1+%2B+0.017092+%E2%88%97+BF3+%E2%88%92%0D%0A0.194498+%E2%88%97+BF5+%2B+0.0061126+%E2%88%97+BF8+%E2%88%92+0.00103038+%E2%88%97+BF13+%E2%88%92+0.0256761+%E2%88%97%0D%0ABF15+%E2%88%92+0.0414689+%E2%88%97+BF17+%2B+0.00310949+%E2%88%97+BF21+%2B+0.0360748+%E2%88%97+BF23%0D%0ABerdasarkan+model+tersebut+diketahui+bahwa+faktor-faktor+yang+mempengaruhi%0D%0Alaju+kesembuhan+pasien+hipertensi+yaitu+usia+(X1%0D%0A%0D%0A)%2C+diabetes+(X3%0D%0A%0D%0A)%2C+ginjal+(X6%0D%0A)%2C%0D%0A%0D%0Asystolic+(X7%0D%0A%0D%0A)%2C+dan+diastolic+(X8%0D%0A).%0D%0A%0D%0AKata+Kunci%3A+Analisis+survival%2C+hipertensi%2C+Multivariate+Adaptive+Regression%0D%0A%0D%0ASplines+(MARS)%2C+GCV+(Generalized+Cross+Validation).%0D%0ASurvival+analysis+is+a+collection+of+statistical+methods+used+to+analyze+data+where%0D%0Athe+final+variable+studied+is+the+time+until+an+event+occurs.+Hypertension+is+the%0D%0Athird+biggest+risk+factor+that+causes+premature+death%2C+heart+failure+and+brain%0D%0Adisorders.+This+study+used+the+nonparametric+method+Multivariate+Adaptive%0D%0ARegression+Splines+(MARS)+which+was+applied+to+data+on+hypertension+patients.%0D%0AThis+study+aims+to+see+what+factors+influence+the+recovery+rate+of+hypertensive%0D%0Apatients+by+establishing+the+best+MARS+model+and+seeing+the+smallest+GCV%0D%0A(Generalized+Cross+Validation)+value.+From+this+study%2C+the+Cox+modeling+with+the%0D%0AMARS+approach+was+obtained+as+follows%3A%0D%0Ah(t%2C+x)+%3D+h0(t)exp(0.166722+%E2%88%92+0.621634+%E2%88%97+BF1+%2B+0.017092+%E2%88%97+BF3+%E2%88%92%0D%0A0.194498+%E2%88%97+BF5+%2B+0.0061126+%E2%88%97+BF8+%E2%88%92+0.00103038+%E2%88%97+BF13+%E2%88%92+0.0256761+%E2%88%97%0D%0ABF15+%E2%88%92+0.0414689+%E2%88%97+BF17+%2B+0.00310949+%E2%88%97+BF21+%2B+0.0360748+%E2%88%97+BF23%0D%0ABased+on+the+model%2C+it+is+known+that+the+factors+that+affect+the+recovery+rate+of%0D%0Ahypertensive+patients+are+age+(X1%0D%0A%0D%0A)%2C+diabetes+(X3%0D%0A%0D%0A)%2C+kidney+(X6%0D%0A%0D%0A)%2C+systolic+(X7%0D%0A)%2C+and%0D%0A%0D%0Adiastolic+(X8%0D%0A).%0D%0A%0D%0AKeywords%3A+Survival+analysis%2C+hypertension%2C+Multivariate+Adaptive+Regression%0D%0A%0D%0ASplines+(MARS)%2C+GCV+(Generalized+Cross+Validation).&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F60766%2F1%2FABSTRAK%2520-%2520Atalah%2520Printing%2520%25282%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F60766%2F2%2F2.%2520SKRIPSI%2520FULL%2520-%2520Rocket%2520Digital%2520%25286%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F60766%2F3%2F3.%2520SKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520Rocket%2520Digital%2520%25286%2529.pdf&rft.identifier=++MEIRY+EGA+YOHANNA+NAIBORHU%2C+1717031031++(2021)+ANALISIS+SURVIVAL+DENGAN+PENDEKATAN+MULTIVARIATE+ADAPTIVE+REGRESSION+SPLINES+(MARS)+PADA+KASUS+PENYAKIT+HIPERTENSI.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F60766%2F