A matlab code to compute prediction of survival trends in patients with DHF

Poerwanto, Bobby and Fa'rifah, R.Y. and Sanusi, Wahidah and Side, Syafruddin (2018) A matlab code to compute prediction of survival trends in patients with DHF. In: 2nd International Conference on Statistics, Mathematics, Teaching, and Research, 9-10 October 2017, Grand Clarion Hotel, Makassar.

	Text (Artikel Prosiding Seminar Internasioanal Terindeks Scopus) 1.C.1_1.1_3. IOP Bobby -1028-1-012123-A Matlab Code to compute prediction of survival trends in patients with DHF.pdf - Published Version Download (1MB)
	Text (Hasil Turnitin) T.1.C.1_1.1_3. IOP Bobby -1028-1-012123-A Matlab Code to compute prediction of survival trends in pati.pdf - Supplemental Material Download (1MB)

Abstract

This study aims to create matlab code in estimating the parameters of cox regression model. The written matlab code consists of two algorithms. the first algorithm is to obtain the parameter estimation at the baseline hazard function derived from the weibull distribution while the second is on the cox model.The parameter estimation used in the first algorithm uses maximum likelihood estimation (MLE) and the second algorithm uses the maximum partial likelihood estimation (MPLE). The written matlab code is simulated to predict the survival time of DHF patients. The results is that age and thrombocyte are significant covariates affecting survival time of patients with DHF.

Item Type:	Conference or Workshop Item (Paper)
Subjects:	KARYA ILMIAH DOSEN Universitas Negeri Makassar > KARYA ILMIAH DOSEN
Divisions:	FAKULTAS MIPA
Depositing User:	Zainatun
Date Deposited:	24 Jun 2023 05:19
Last Modified:	24 Jun 2023 05:19
URI:	http://eprints.unm.ac.id/id/eprint/31531

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