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Advice on Multivariable Modeling Practices in Retrospective Medical Research - modeling strategy - Datamethods Discussion Forum

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Hi everyone, I’m a junior statistician at the beginning of my career in medical research, currently working at a small research center. This week I attended a medical congress where I was hoping to learn how more establ…

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Datamethods Discussion Forum

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Advice on Multivariable Modeling Practices in Retrospective Medical Research

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Advice on Multivariable Modeling Practices in Retrospective Medical Research

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Hi everyone, I’m a junior statistician at the beginning of my career in medical research, currently working at a small research center. This week I attended a medical congress where I was hoping to learn how more established groups approach study design and data analysis in real-world settings. One theme that stood out — and left me somewhat discouraged — was the overwhelming reliance on univariate screening followed by stepwise regression, especially in retrospective case-control studies. Man...

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Advice on Multivariable Modeling Practices in Retrospective Medical Research

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2025-06-12T19:45:56Z

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modeling strategy

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