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Bootstrap internal validation command for predictive logistic regression models

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DataCite Commons2024-03-01 更新2024-07-03 收录
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Overtting is a common problem in the development of predictive models. It leads to an optimistic estimation of apparent model performance. Internal validation using bootstrapping techniques allows one to quantify the optimism of a predictive model and provide a more realistic estimate of its performance measures. Our objective is to build an easy-to-use command, bsvalidation, aimed to perform a bootstrap internal validation of a logistic regression model.

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2024-03-01
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