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  • Panel Data with two different time periods for X and Y variables

    Hello! I am having trouble finding an identification strategy for my econometric analysis. The research question I am looking into is asking whether or not investments by firms in big data and analytics from 2010-2019 allowed a firm to perform better relative to their industry peers during the coronavirus pandemic (2020-2021). I have obtained data for the number of investments per yer from 2010-2019 for each firm, and I have revenue data for each firm from 2018-2021. Ideally, I would like to regress the investments data on revenue (accounting for lagged revenue numbers) to determine if there is a statistically significant relationship. I would also like to account for other non time-variant effects, such as age of firm in 2020

    What kind of identification strategies would be available for me to use, and how would I apply that in Stata? I haven't used panel data in Stata in years, and definitely not with different time periods for my endogenous and exogenous variables.

    Thanks!
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