Best to use for what purpose? If it's purely for prediction and you don't care about explanation, you can go with the one that has the lowest AIC, BIC, SBC or some similar score.
If it's for explanation, then go with the one that best advances the field you are researching.
manpreet
Best Answer
2 years ago
I have ran three regressions and they are all very statistically significant.
How do I choose which one is the best to use?
i.e do I look for high F-statistic, low p-values ect.