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Semiparametric quantile Engel curves and expenditure elasticities: a penalized quantile regression spline approach

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  • Timothy Beatty

Abstract

This article estimates nonparametric Engel curves and expenditure elasticities by quantile for an exhaustive set of household expenditure categories using a novel estimation approach. Engel curves and expenditure elasticities are vital inputs to evaluating the effects of public policies. This article examines whether Engel curves and expenditure elasticities evaluated for an average individual are importantly different from the Engel curves and expenditure elasticities at the upper and lower quantiles.

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  • Timothy Beatty, 2009. "Semiparametric quantile Engel curves and expenditure elasticities: a penalized quantile regression spline approach," Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1533-1542.
    • Handle: RePEc:taf:applec:v:41:y:2009:i:12:p:1533-1542
    DOI: 10.1080/00036840601032185
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    References listed on IDEAS

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    1. Timothy K.M. Beatty & Erling Røed Larsen, 2005. "Using Engel curves to estimate bias in the Canadian CPI as a cost of living index," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(2), pages 482-499, May.
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    Cited by:

    1. J. G. Hirschberg, J. N. Lye & D. J. Slottje, 2008. "Confidence Intervals for Estimates of Elasticities," Department of Economics - Working Papers Series 1053, The University of Melbourne.
    2. David M. Kaplan, 2014. "Nonparametric Inference on Quantile Marginal Effects," Working Papers 1413, Department of Economics, University of Missouri.

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