Wing Hong Chan
Invariance, Price Indices, and Estimation of Almost Ideal Demand System (ABSTRACT)
Empirical Economics, 25, pp. 519-539
Buse, A. & Chan, W.H.
published: 2000 | Research publication | Refereed Journals - Economics
Buse, A., & Chan, W.H. (2000). "Invariance, Price Indices, and Estimation of Almost Ideal Demand System". Empirical Economics, 25 (3), pp. 519-539.
ABSTRACT: Two issues are addressed in this paper. First, we explore the issue of price index invariance in the linearized Almost Ideal Demand system. We establish that the Stone index, which lacks invariance, and the recently proposed invariant Laspeyres, Paasche and Tornqvist indices all generate biased and inconsistent estimators. Monte Carlo evidence shows that invariance does not necessary lead to better estimates of price and income elasticities insofar as the Stone and Paasche indices are unambiguously inferior to the Laspeyres and Tornqvist indices, especially if prices are not strongly positively correlated. Second, we examine the merits of the widely used conditional ML estimator of the non-linear Almost Ideal system in which a prior value is chosen for the "subsistence" parameter. We find that the bias and trace mean square error increases induced by conditional estimation are modest. The choice between the linearized and the non-linear models favors the latter although in some cases linear methods are as goog as non-linear.
Download the article at: http://dx.doi.org/10.1007/s001810000031
revised Jan 14/05
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