In this note I will consider a random coefficients model in which the regression coefficients are assumed to be the dependent variables of another regression equation. Such a model is likely to arise in econometric applications when one wants to pool time series and cross-section data. See, for example, Wachter [1970]. First, I will prove the equivalence of certain two estimators in the general model, and then show how a special case of the general model arises when time series and cross-section data are pooled. The model in its most general form can be defined by
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Takeshi Amemiya (1978) studied this question.