I'm using STATA 15, SE.
I'm facing an issue, trying to come up with a way to control for industry fixed effects in my regression and other analysis, but the problem is a firm can belong to several industries at the same time. Meaning, I have this:
| firm_id | Industry1 | Industry2 | Industry3 | Industry4 | 
| A | Auto | Mining | . | . | 
| B | Auto | publishing | Telecumincaiton | Services | 
| C | Mining | publishing | Services | . | 
| D | High-Tech | Services | . | . | 
I'd like to be able to control for industry, such that each firm that is represented in that industry will be included. Meaning, if I run the regression:
reg y x i.industry
All firms that are in the Auto industry are given a coefficient, all firms in the mining industry are given a coefficient, and so on.
Another way to think of this is to say I run the following command:
bys industry: sum XXX All firms that are in the Auto industry are given a coefficient, all firms in the mining industry are given a coefficient, and so on.
I couldn't find an answer to this question so I would really appreciate your thoughts on this.
Thank you.
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