Micro-level Estimation of Optimal Consumption Choice With Intertemporal Nonseparability in Preferences and Measurement Errors

Wayne-Roy Gayle, Natalia Khorunzhina

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

This article investigates the presence of habit formation in household consumption, using data from the Panel Study of Income Dynamics. We develop an econometric model of internal habit formation of the multiplicative specification. The restrictions of the model allow for classical measurement errors in consumption without parametric assumptions on the distribution of measurement errors. We estimate the parameters by nonlinear generalized method of moments and find that habit formation is an important determinant of household food-consumption patterns. Using the parameter estimates, we develop bounds for the expectation of the implied heterogenous intertemporal elasticity of substitution and relative risk aversion that account for measurement errors, and compute confidence intervals for these bounds. Supplementary materials for this article are available online.
This article investigates the presence of habit formation in household consumption, using data from the Panel Study of Income Dynamics. We develop an econometric model of internal habit formation of the multiplicative specification. The restrictions of the model allow for classical measurement errors in consumption without parametric assumptions on the distribution of measurement errors. We estimate the parameters by nonlinear generalized method of moments and find that habit formation is an important determinant of household food-consumption patterns. Using the parameter estimates, we develop bounds for the expectation of the implied heterogenous intertemporal elasticity of substitution and relative risk aversion that account for measurement errors, and compute confidence intervals for these bounds. Supplementary materials for this article are available online.
LanguageEnglish
JournalJournal of Business and Economic Statistics
Volume36
Issue number2
Pages227-238
Number of pages12
ISSN0735-0015
DOIs
StatePublished - 2018

Keywords

  • Habit formation
  • Intertemporal elasticity of substitution
  • Nonlinear models
  • Relative risk aversion

Cite this

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Micro-level Estimation of Optimal Consumption Choice With Intertemporal Nonseparability in Preferences and Measurement Errors. / Gayle, Wayne-Roy; Khorunzhina, Natalia.

In: Journal of Business and Economic Statistics, Vol. 36, No. 2, 2018, p. 227-238.

Research output: Contribution to journalJournal articleResearchpeer-review

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