Sample interview questions: Can you describe your experience with survival regression models, such as Cox models or parametric survival models?
Sample answer:
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Experience with Survival Regression Models:
- Conducted extensive research using survival regression models, including Cox proportional hazards models and parametric survival models, to investigate the relationship between various factors and survival outcomes in clinical studies.
- Developed and implemented statistical methods for analyzing survival data, including methods for handling missing data, competing risks, and time-dependent covariates.
- Collaborated with clinicians and researchers to design and conduct clinical trials and observational studies, and provided statistical guidance on the analysis of survival data.
- Published several peer-reviewed articles in leading medical journals on the application of survival regression models in clinical research.
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Expertise in:
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Cox Proportional Hazards Models:
- Developed and applied Cox proportional hazards models to investigate the relationship between patient characteristics and survival outcomes in cancer studies.
- Used Cox models to identify prognostic factors for survival and to estimate the hazard ratios and associated 95% confidence intervals.
- Conducted time-dependent covariate analysis using Cox models to assess the effect of changing covariates on survival outcomes.
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Parametric Survival Models:
- Fitted parametric survival models, such as the Weibull and log-normal models, to survival data to e… Read full answer
Source: https://hireabo.com/job/2_3_8/Biostatistician
- Fitted parametric survival models, such as the Weibull and log-normal models, to survival data to e… Read full answer
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