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I had a request come in my mailbag to ask me to do a few more videos on econometrics and one of the videos that people were interested in is a basic panel data models and so Im going to already assume that you know everything there is no about cross-sectional econometrics Im not going to repeat a lot of things Im kind of tired today so Im going to do a very quick example explaining basically what panel panel data models are and a couple of different ways that you can estimate them and what these coefficients are going to mean and so basic panel data analysis panel data assumes that you are observing the same relationship so the same cross-sectional relationship and you but youre observing the same individuals at more than one point in time so at least two points and time you see the same people or the same states or the same companies or the same animals you observe them at at least two different points in time and you have observations data for the explanatory variables and the