These are some considerations to make when selecting a linear model:
- Comparing linear models for the same dataset is the only way to go.
- Look for a model with a high R2 adjusted.
- Ascertain that the residuals in this model are evenly distributed around zero.
- Ascertain that the model's faults are contained within a narrow bandwidth.
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