JOURNAL ARTICLE

Cox’s Model for Prison Partly Interval Censored Data

Shaikha AhmediFaiz Ahmed Mohamed ElfakiIing LukmanNassereldeen Ahmed Kabbashi

Year: 2020 Journal:   Journal of Physics Conference Series Vol: 1489 (1)Pages: 012032-012032   Publisher: IOP Publishing

Abstract

Abstract The term survival analysis has been used in examines and models the time until the events occur. The most common tool for studying the dependency of survival time on predictor variables is Cox model proportional hazards regression model. In this paper we present a simple modification of Cox’s proportional hazards model using the partial likelihood principle technique based on Newton Rapson method. Simulation is conducted based on prison partly interval censored data set with particular sample sizes to evaluate the performance of the proposed model, and it shows that the model is feasible and works well.

Keywords:
Proportional hazards model Dependency (UML) Interval (graph theory) Statistics Survival analysis Regression analysis Econometrics Term (time) Set (abstract data type) Data set Sample (material) Computer science Mathematics Artificial intelligence

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Topics

Advanced Statistical Methods and Models
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Methods and Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Distribution Estimation and Applications
Physical Sciences →  Mathematics →  Statistics and Probability

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