2.2. Estimation with Two Observations Per Person

When there are exactly two observations per person (t = 1, 2), estimation of the fixed effects model can be easily accomplished by OLS regression using difference scores for all the time-varying variables. The equations for the two time points are

Subtracting the first equation from the second, we get

Notice that both γzi and αi have been "differenced out" of the equation. Consequently, we cannot estimate γ, the coefficients for the time-invariant predictors. Nevertheless, this method completely ...

Get Fixed Effects Regression Methods for Longitudinal Data Using SAS now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.