The Variances of Regression Coefficient Estimates Using Aggregate Data
The Variances of Regression Coefficient Estimates Using Aggregate Data
Roy E Welsch
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2c) allows for what, in principle, could be a conplex autocorrelated random process in the micro co- efficients. Relaxation of the assumption that the population micro para- meters are fixed for all time permits a substantial increase in realism. Individual firms or persons often behave according to a stable underlying process, but that behavior often departs from its basic (i. E. Average) modus operandi in more complicated ways than are represented by an additive error term. (2. 2d) asserts th...at random coefficient orocesses across individuals are uncorrected. We have somewhat less faith in the validity of this assumption than the others. Oligopoly interdependence in particular could lead to violations of this assumption. In neneral, however, there does not appear to be greater departures from reality in this instance than in others made in the estimation of economic or social behavior relationships. Finally, (2. 1e) asserts that the two sources of randomness are uncorrelated, a proposi- tion that is convenient and does not appear to be a particular cause for concern.
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