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All Journal Media Statistika Jurnal Gaussian TELKOMNIKA (Telecommunication Computing Electronics and Control) Bulletin of Electrical Engineering and Informatics International Journal of Advances in Intelligent Informatics EKSAKTA : Jurnal Penelitian dan Pembelajaran MIPA Unisda Journal of Mathematics and Computer Science (UJMC) Indonesian Journal of Electrical Engineering and Computer Science Mathematics and Applications (MAp) Journal Journal of Fundamental Mathematics and Applications (JFMA)
Danardono Danardono
Departemen Matematika, FMIPA Universitas Gadjah Mada
Agriculture, Biological Sciences & Forestry Computer Science & IT Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Mathematics Other

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Journal : Media Statistika

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A COMPARISON OF MULTIPLICATIVE AND ADDITIVE HAZARD MODELS USING THE HAZARD AND SURVIVAL RATIO Danardono, Danardono; Gunardi, Gunardi
MEDIA STATISTIKA Vol 17, No 2 (2024): Media Statistika
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/medstat.17.2.140-149

Abstract

The Cox multiplicative hazards regression and Aalen additive hazards regression models are widely used for survival data analysis. While the Cox model emphasizes hazard ratios or relative risks, the Aalen model focuses on relative survival or excess risks. This study compares the performance of these models through simulations of biomedical survival data. Results reveal no clear dominance of one model over the other, suggesting that both models should be employed to have a more thorough survival analysis.
Co-Authors Adhitya Ronnie Effendie, Adhitya Ronnie Ani Apriani Dedi Rosadi Devni Prima Sari Indradewa, Rhian Iwan Tri Riyadi Yanto Muhammad Muhajir, Muhammad Rianti Siswi Utami Septiana Fathurrohmah Siti Alfiatur Rohmaniah Sri Haryatmi Sri Haryatmi Kartiko Syarto Musthofa Triastuti Wuryandari Wirna Arifitriana