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Estimating household resource shares: A shrinkage approach

Author

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  • Tommasi, Denni
  • Wolf, Alexander
Abstract
Collective models identifying resource shares are promising tools to analyze intra-household welfare and poverty. However, their empirical application has proven difficult in practice as authors contend with large standard errors and unstable estimates. This paper uses a prominent framework to show how a common feature of the structure of these models makes the task so difficult and proposes an empirical strategy to stabilize the estimates.

Suggested Citation

  • Tommasi, Denni & Wolf, Alexander, 2018. "Estimating household resource shares: A shrinkage approach," Economics Letters, Elsevier, vol. 163(C), pages 75-78.
    • Handle: RePEc:eee:ecolet:v:163:y:2018:i:c:p:75-78
    DOI: 10.1016/j.econlet.2017.11.030
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    References listed on IDEAS

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    5. Pirmin Fessler & Kasy, Maximilian, 2017. "How to use economic theory to improve estimators," Working Paper 309271, Harvard University OpenScholar.
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    7. Isaiah Andrews & Anna Mikusheva, 2014. "Weak Identification in Maximum Likelihood: A Question of Information," American Economic Review, American Economic Association, vol. 104(5), pages 195-199, May.
    8. Denni Tommasi & Alexander Wolf, 2016. "Overcoming Weak Identification in the Estimation of Household Resource Shares," Working Papers ECARES ECARES 2016-12, ULB -- Universite Libre de Bruxelles.
    9. Chiappori, Pierre-Andre, 1988. "Rational Household Labor Supply," Econometrica, Econometric Society, vol. 56(1), pages 63-90, January.
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    12. Alexander Wolf, 2016. "Resource Allocation in Couples. A Collective Model with Prior Information," Working Papers ECARES ECARES 2016-37, ULB -- Universite Libre de Bruxelles.
    13. Bargain, Olivier & Donni, Olivier, 2012. "Expenditure on children: A Rothbarth-type method consistent with scale economies and parents' bargaining," European Economic Review, Elsevier, vol. 56(4), pages 792-813.
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    Citations

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    Cited by:

    1. Donni, Olivier & Molina, José Alberto, 2018. "Household Collective Models: Three Decades of Theoretical Contributions and Empirical Evidence," IZA Discussion Papers 11915, Institute of Labor Economics (IZA).
    2. Calvi, Rossella & Penglase, Jacob & Tommasi, Denni & Wolf, Alexander, 2023. "The more the poorer? Resource sharing and scale economies in large families," Journal of Development Economics, Elsevier, vol. 160(C).
    3. Calvi, Rossella & Keskar, Ajinkya, 2021. "Dowries, resource allocation, and poverty," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 268-303.
    4. Bargain, Olivier B. & Lacroix, Guy & Tiberti, Luca, 2021. "Intrahousehold Resource Allocation and Individual Poverty: Assessing Collective Model Predictions against Direct Evidence on Sharing," IZA Discussion Papers 14406, Institute of Labor Economics (IZA).
    5. Tommasi, Denni, 2019. "Control of resources, bargaining power and the demand of food: Evidence from PROGRESA," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 265-286.
    6. Olivier Bargain, 2022. "Income Sources, Intra-Household Allocation And Individual Poverty," Commitment to Equity (CEQ) Working Paper Series 121, Tulane University, Department of Economics.
    7. Klein, Matthew J. & Barham, Bradford L., 2018. "Point Estimates of Household Bargaining Power Using Outside Options," Staff Paper Series 590, University of Wisconsin, Agricultural and Applied Economics.
    8. Brown, Caitlin & Calvi, Rossella & Penglase, Jacob, 2021. "Sharing the pie: An analysis of undernutrition and individual consumption in Bangladesh," Journal of Public Economics, Elsevier, vol. 200(C).
    9. Hoehn-Velasco, Lauren & Penglase, Jacob, 2021. "Does unilateral divorce impact women’s labor supply? Evidence from Mexico," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 315-347.
    10. José L. Casco, 2024. "Intra-household resource shares under poverty transfers: evidence from Ecuador," Review of Economics of the Household, Springer, vol. 22(3), pages 1243-1274, September.
    11. Caitlin Brown & Rossella Calvi & Jacob Penglase & Denni Tommasi, 2022. "Measuring poverty within the household," IZA World of Labor, Institute of Labor Economics (IZA), pages 492-492, May.
    12. Gregory Cox, 2020. "Weak Identification with Bounds in a Class of Minimum Distance Models," Papers 2012.11222, arXiv.org, revised Dec 2022.

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    More about this item

    Keywords

    Collective model; Sharing rule; Resource shares; Demand system; Engel curves; Shrinkage;
    All these keywords.

    JEL classification:

    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

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