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Endogeneity and sample selection in a model for remittances

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  • Bettin, Giulia
  • Lucchetti, Riccardo
  • Zazzaro, Alberto

Abstract

We estimate a remittance model in which we address endogeneity and reverse causality relationships between immigrants' remittances, pre-transfer income and consumption. In order to take into account the fact that a large share of individuals do not remit, instrumental variable variants of the double-hurdle and Heckit selection models are proposed and estimated by Limited Information ML; semiparametric extensions are considered as robustness checks. Our results for a sample of recent immigrants to Australia show that endogeneity is substantial and that estimates obtained by the methods previously employed in the literature may be misleading if given a behavioral interpretation.

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  • Bettin, Giulia & Lucchetti, Riccardo & Zazzaro, Alberto, 2012. "Endogeneity and sample selection in a model for remittances," Journal of Development Economics, Elsevier, vol. 99(2), pages 370-384.
  • Handle: RePEc:eee:deveco:v:99:y:2012:i:2:p:370-384
    DOI: 10.1016/j.jdeveco.2012.05.001
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    More about this item

    Keywords

    Remittances; Migration; Selection models;
    All these keywords.

    JEL classification:

    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models

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