Survival time prediction by integrating cox proportional hazards network and distribution function network
نویسندگان
چکیده
منابع مشابه
Generating Survival Times to Simulate Cox Proportional Hazards Models
Number of words: 2795 (excluding summary, references and tables) 2 SUMMARY This paper discusses techniques to generate survival times for simulation studies regarding Cox proportional hazards models. In linear regression models, the response variable is directly connected with the considered covariates, the regression coefficients and the simulated random errors. Thus, the response variable can...
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متن کاملGenerating survival times to simulate Cox proportional hazards models with time-varying covariates
Simulation studies present an important statistical tool to investigate the performance, properties and adequacy of statistical models in pre-specified situations. One of the most important statistical models in medical research is the proportional hazards model of Cox. In this paper, techniques to generate survival times for simulation studies regarding Cox proportional hazards models are pres...
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ژورنال
عنوان ژورنال: BMC Bioinformatics
سال: 2021
ISSN: 1471-2105
DOI: 10.1186/s12859-021-04103-w