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this third video in my panel data regression series shows how to run fixed effects least squares dummy variable model and the demo is going to utilize both excel and eviews but first a tiny bit of the underlying concepts fixed effects models account for the effects of firm heterogeneity which are those differential firm characteristics i spoke about in the last video and it does this by explicitly including a fixed effects term in the model specification as i show here and so from the general piano data specification right up here what weamp;#39;re going to do is to break down the error term vt into the firm dependent error term omega and the idiosyncratic term epsilon the firm dependent error term omega is what captures unobserved heterogeneity specific to the least squares dummy variable approach heterogeneity is accounted for by allowing differential intercepts in the model so that in this regression model right here beta sub zero i refers to the intercept value of a particular fir