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IZA Discussion Paper No. 9345
September 2015
A New View on Panel Econometrics: Is Probit Feasible After All?

Mundlak (1978) proposed the addition of time averages to the usual panel equation in order to remove the fixed effects bias. We extend this Mundlak equation further by replacing the time-varying explanatory variables by the corresponding deviations from the averages over time, while keeping the time averages in the equation. It appears that regression on this extended equation provides simultaneously the within and in-between estimator, while the pooled data estimator is a weighted average of the within and in-between estimator. In Section 3 we introduce observed and unobserved fixed effects In Section 4 we demonstrate that in this extended setup Probit estimation on panel data sets does not pose a specific problem. The usual software will do. In Section 5 we give an empirical example.

Communications
Mark Fallak
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+352 585-855-526
World of Labour
Olga Nottmeyer
olga.nottmeyer@liser.lu
+352 585-855-501
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Christina Gathmann
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