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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.
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Downsampling vs upsampling on the significance of the predictors in logistic regression
Yes upsampling is better if your machine can handle the bigger dataset to train especially if you're testing for statistically significant associations in your model. Due to the fact that more samples …