Treat each covariate as treatment one at a time in double ML

[weibinxu86]

I have multiple economic indicators as covariates such as employment rate, gdp growth, average wage, etc. I want to estimate each of them's effect on travel demand. I was thinking of two steps:

1. Make a DAG out of the data
2. Make each of the economic indicators one at a time as treatment and the rest as covariates and get the treatment effect using the DAG and Double ML

Just want to make sure if this makes sense or not?

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