Time-Varying Parameters in the Almost Ideal Demand System and the Rotterdam Model: Will the Best Specication Please Stand Up?
AbstractThis paper assesses the ability of the Rotterdam model and of three versions of the almost ideal demand system (AIDS) to recover the time-varying elasticities of a true demand system and to satisfy theoretical regularity. Using Monte Carlo simulations, we find that the Rotterdam model performs better than the linear-approximate AIDs at recovering the signs of all the time-varying elasticities. More importantly, the Rotterdam model has the ability to track the paths of time-varying income elasticities, even when the true values are very high. The linear-approximate AIDS, not only performs poorly at recovering the time-varying elasticities but also badly approximates the nonlinear AIDS.
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Bibliographic InfoPaper provided by University of Kansas, Department of Economics in its series WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS with number 201201.
Length: 32 pages
Date of creation: Feb 2012
Date of revision: Feb 2012
AIDS; Rotterdam model; structural time series models; Monte Carlo experiment; theoretical regularity.;
Other versions of this item:
- Barnett, William A. & Kalonda-Kanyama, Isaac, 2012. "Time-varying parameters in the almost ideal demand system and the Rotterdam model: will the best specification please stand up?," MPRA Paper 36513, University Library of Munich, Germany.
- D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
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