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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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Predict the prevalence of a characteristic in a group

I've got sample data of the prevalence of a certain characteristic in two different groups, with prevalence in group 1 being 65% and prevalence in group 2 40%: # Generate data where the presence of th …
tcvdb1992's user avatar
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Predicted values from a linear mixed model don't form a straight line even though no (higher...

To assess if age is related to my continuous_outcome in my repeated measurements data, I've specified a linear mixed model with a random intercept and slope and a continuous first-order autoregressive …
tcvdb1992's user avatar
  • 149