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Predictive models are statistical models whose primary purpose is to predict other observations of a system optimally, as opposed to models whose purpose is to test a particular hypothesis or explain a phenomenon mechanistically. As such, predictive models place less emphasis on interpretability and more emphasis on performance.

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Calculating individual predicted probability from logistic model and 95% confidence interval...

I have developed a logistic model to predict the risk of an outcome (TRS) based on some predictors. This was developed on a number of imputed datasets generated by mice (imp2) as follows: mod<-express …
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