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Analyze continuous data!
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Predictive models with clinical data
Some years ago, in a large pharmaceutical company, an academic paper circulated among some of the members of the statistical staff (of which I was one). It addressed the question of how logistic regression compared to machine learning (ML) methods in predictive accuracy with clinical trial data. The authors of the paper applied logistic regression…