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Semiparametric Estimation of Consumer Demand Systems with Micro Data AgEcon
Sam, Abdoul G.; Zheng, Yi.
This article proposes a semiparametric two-step procedure for estimating a censored consumer demand system with micro data. The semiparametric estimator considered in the first step is suggested by Klein and Spady (1993). This estimator, used as a counterpart of the probit estimator in a conventional two-step model, does not make any distributional assumptions about the disturbances and so is exempt from model misspecification and plausible heteroscedasticity. In the second step, we motivate the choice of the Almost Ideal Demand System (AIDS) as an economic representation of consumers' demand behavior. Implementing our proposed semiparametric two-step procedure as well as Shonkwiler and Yen (1999)'s two-step model to a household meat consumption dataset...
Tipo: Conference Paper or Presentation Palavras-chave: Censoring; Semiparametric estimator; Consumer demand system; Food expenditures; Demand and Price Analysis.
Ano: 2007 URL: http://purl.umn.edu/9686
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