I am working on CPS data which has a monthly version and an annual version. I have both of these together in one dataset. And the variable of interest is Income which is contained in the annual version. I want to populate income variable for the same observations at the monthly level but also stop/report a missing value if the individual got unemployed (contained within the monthly data) in any month during the same year. I am working with a panel dataset of over 10 years. I was wondering how would I go about that?
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