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Variation in Engel's law across quantiles in Taiwan: toward an alternative concept of near poverty line

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  • Meng-Shiuh Chang
  • Teng-Yuan Hu
  • Ching-Yuan Lin

Abstract

In many countries, the definition of near poverty line is the given amount that is slightly above the poverty line, but the precise economic and statistical basis is unknown. In order to find a natural candidate of near poverty line, this paper employs robust quantile regression on a quadratic parametric model of Engel's law to investigate changes in curvature, signifying changes in taste or liquidity constraint, across food share quantiles. By analyzing thirty waves of the Survey of Family Income and Expenditure in Taiwan (1980–2009), it finds that the curvature systematically follows the ‘bifocal’ variation, indicating a perceptible break in consumption behavior. The threshold separating the two food consumption patterns provides a natural candidate of near poverty line of Taiwan.

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  • Meng-Shiuh Chang & Teng-Yuan Hu & Ching-Yuan Lin, 2016. "Variation in Engel's law across quantiles in Taiwan: toward an alternative concept of near poverty line," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 21(1), pages 103-115, January.
    • Handle: RePEc:taf:rjapxx:v:21:y:2016:i:1:p:103-115
    DOI: 10.1080/13547860.2015.1068599
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    References listed on IDEAS

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    1. Hausman, J. A. & Newey, W. K. & Powell, J. L., 1995. "Nonlinear errors in variables Estimation of some Engel curves," Journal of Econometrics, Elsevier, vol. 65(1), pages 205-233, January.
    2. Meyers, Marcia K. & Lee, Judy M., 2003. "Working but Poor: How are Families Faring?," Children and Youth Services Review, Elsevier, vol. 25(3), pages 177-201, March.
    3. Abdulai, Awudu & Aubert, Dominique, 2004. "A cross-section analysis of household demand for food and nutrients in Tanzania," Agricultural Economics, Blackwell, vol. 31(1), pages 67-79, July.
    4. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    5. Barbeau, E.M. & Krieger, N. & Soobader, M.-J., 2004. "Working Class Matters: Socioeconomic Disadvantage, Race/Ethnicity, Gender, and Smoking in NHIS 2000," American Journal of Public Health, American Public Health Association, vol. 94(2), pages 269-278.
    6. Herman J. Bierens & Donna K. Ginther, 2001. "Integrated Conditional Moment testing of quantile regression models," Empirical Economics, Springer, vol. 26(1), pages 307-324.
    7. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    8. Insik Min & Inchul Kim, 2004. "A Monte Carlo comparison of parametric and nonparametric quantile regressions," Applied Economics Letters, Taylor & Francis Journals, vol. 11(2), pages 71-74.
    9. James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
    10. Donald W. K. Andrews & Moshe Buchinsky, 2000. "A Three-Step Method for Choosing the Number of Bootstrap Repetitions," Econometrica, Econometric Society, vol. 68(1), pages 23-52, January.
    11. Lewbel, Arthur, 1991. "The Rank of Demand Systems: Theory and Nonparametric Estimation," Econometrica, Econometric Society, vol. 59(3), pages 711-730, May.
    12. Eliyathahby Antony Selvanathan & Saroja Selvanathan, 2003. "Similarities in the Consumption Patterns of the Five Asian Tigers," Asian Economic Journal, East Asian Economic Association, vol. 17(3), pages 297-323, September.
    13. Andrews, Donald W. K. & Buchinsky, Moshe, 2001. "Evaluation of a three-step method for choosing the number of bootstrap repetitions," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 345-386, July.
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    1. Jayasinghe, Maneka & Chai, Andreas & Ratnasiri, Shyama & Smith, Christine, 2017. "The power of the vegetable patch: How home-grown food helps large rural households achieve economies of scale & escape poverty," Food Policy, Elsevier, vol. 73(C), pages 62-74.

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