JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI
Vol. 21 No. 1 (2024): SEPTEMBER 2024

LOG-RANK TEST SEBAGAI LANJUTAN DARI METODE KAPLAN-MEIER DALAM ANALISIS SURVIVAL MENGGUNAKAN BAHASA R (Studi Kasus: Treatment D-penicillamine terhadap Peluang Tahan Hidup Pasien Primary Biliary Cirrhosis (PBC) di Mayo Clinic)

Ferennia Putri (Program Studi Matematika, Fakultas Pendidikan Matematika dan Ilmu Pengetahuan, Universitas Pendidikan Indonesia, Indonesia)
BAP Martadiputra (Program Studi Matematika, Fakultas Pendidikan Matematika dan Ilmu Pengetahuan, Universitas Pendidikan Indonesia, Indonesia)
Lukman Lukman (Program Studi Matematika, Fakultas Pendidikan Matematika dan Ilmu Pengetahuan, Universitas Pendidikan Indonesia, Indonesia)



Article Info

Publish Date
15 Sep 2024

Abstract

From 1974 to 1984, Mayo Clinic conducted a D-penicillamine trial to improve the chances of survival of PBC patients. Mayo Clinic conducted a randomized placebo-controlled trial on patients to compare D-penicillamine with D-penicillamine. Mayo Clinic considered other variables besides the time of death or censored time in its study, namely the variables of Ascites, Hepatomegaly, Spider or the presence of esophageal varices, and other PBC symptom variables. Therefore, the author conducted this study to find out D-penicillamine as a drug treatment for PBC by only looking at the variable of time of death or censored time and the variable of drug treatment received by patients during the ten-year data collection period and completing the study with statistical science. Based on that, the author used survival analysis with the Kaplan-Meier and Log-Rank methods to find D-penicillamine as a PBC drug treatment. This study shows how to complete the analysis using the R language. The study results showed that D-penicillamine treatment was not good enough to increase the survival chances of PBC patients

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Journal Info

Abbrev

jmsk

Publisher

Subject

Mathematics

Description

Jurnal ini mempublikasikan paper-paper original hasil-hasil penelitian dibidang Matematika, Statistika dan Komputasi ...