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Sep 22, 2017 at 14:03 comment added Deep North Also, if he centers the dependent variable, there will be no intercept at all!
Sep 22, 2017 at 13:32 comment added AdamO @Sorade you refer to units, but no the units are not useless. The units are (presumably) dollars or revenue or... For -9 to "seem" off you need to become a statistician and look at plots and summary statistics: residuals vs. fitted values. Basically the only way that number is off is if you ran the model incorrectly, which is a software debugging question.
Sep 22, 2017 at 13:28 comment added Sorade Thank you AdamO, your suggestion is interesting. As I am no statistician would you mind giving an example of how you would proceed ? Also, I understand that the "meaning" of the intercept is useless in terms of units of price. Yet the magnitude of it seems large compared to the value of the other terms.
Sep 22, 2017 at 13:20 history answered AdamO CC BY-SA 3.0