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Imputation of the 2002 wave of the Spanish survey of household finances (EFF)

Author

Listed:
  • Cristina Barceló

    (Banco de España)

Abstract

This paper describes the methods used for imputation of the first wave of the Spanish Survey of Household Finances (EFF). It explains the motivation for using multiple imputation and describes its specific features, such as the use of the shadow values that flag each variable of the questionnaire, the different types of covariates used in the imputation models and the means of evaluating both the imputed values and the convergence of the imputation process.

Suggested Citation

  • Cristina Barceló, 2006. "Imputation of the 2002 wave of the Spanish survey of household finances (EFF)," Occasional Papers 0603, Banco de España.
    • Handle: RePEc:bde:opaper:0603
    as

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    File URL: http://www.bde.es/f/webbde/SES/Secciones/Publicaciones/PublicacionesSeriadas/DocumentosOcasionales/06/Fic/do0603e.pdf
    File Function: First version, April 2006
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    Citations

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    Cited by:

    1. Daniel Schunk, 2007. "A Markov Chain Monte Carlo Multiple Imputation Procedure for Dealing with Item Nonresponse in the German SAVE Survey," MEA discussion paper series 07121, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    2. Sergio Mayordomo & Maria Rodriguez-Moreno & Juan Ignacio Pe�a, 2014. "Portfolio choice with indivisible and illiquid housing assets: the case of Spain," Quantitative Finance, Taylor & Francis Journals, vol. 14(11), pages 2045-2064, November.
    3. Eurosystem Household Finance and Consumption Network, 2013. "The Eurosystem Household Finance and Consumption Survey - Methodological report," Statistics Paper Series 1, European Central Bank.
    4. Michael Ziegelmeyer, 2013. "Illuminate the unknown: evaluation of imputation procedures based on the SAVE survey," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 97(1), pages 49-76, January.
    5. Maite Blázquez & Santiago Budría & Ana I. Moro‐Egido, 2021. "Job Insecurity, Debt Burdens, and Individual Health," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(4), pages 872-899, December.
    6. F. J. Callado-Munoz & J. Gonzalez-Chapela & N. Utrero-Gonzalez, 2017. "Analysis of Variance in Household Financial Portfolio Choice: Evidence from Spain," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(5), pages 439-459, October.
    7. Dolores Moreno-Herrero & Manuel Salas-Velasco & José Sánchez-Campillo, 2017. "Individual Pension Plans in Spain: How Expected Change in Future Income and Liquidity Constraints Shape the Behavior of Households," Journal of Family and Economic Issues, Springer, vol. 38(4), pages 596-613, December.
    8. Martin, Eisele & Zhu, Junyi, 2013. "Multiple imputation in a complex household survey - the German Panel on Household Finances (PHF): challenges and solutions," MPRA Paper 57666, University Library of Munich, Germany.
    9. F鬩x Dom󹱵ez-Barrero & Julio López-Laborda, 2012. "Taxation and the portfolio structure of Spanish households," Applied Economics, Taylor & Francis Journals, vol. 44(23), pages 3011-3027, August.
    10. Callado Muñoz, Francisco Jose & González Chapela, Jorge & Utrero González, Natalia, 2014. "Analysis of deviance in household financial portfolio choice: evidence from Spain," MPRA Paper 57497, University Library of Munich, Germany.
    11. Rodrigo Alfaro & Natalia Gallardo & Roberto Stein, 2010. "The Determinants of Household Debt Defa," Working Papers Central Bank of Chile 574, Central Bank of Chile.
    12. Barceló, Cristina & Villanueva, Ernesto, 2016. "The response of household wealth to the risk of job loss: Evidence from differences in severance payments," Labour Economics, Elsevier, vol. 39(C), pages 35-54.
    13. Cristina Barceló, 2008. "The impact of alternative imputation methods on the measurement of income and wealth: Evidence from the Spanish survey of household finances," Working Papers 0829, Banco de España.
    14. Tiefensee, Anita & Grabka, Markus M., 2016. "Comparing Wealth - Data Quality of the HFCS," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 10(2), pages 119-142.
    15. Paulo Cox & Eric Parrado & Jaime Ruiz-Tagle, 2006. "Distribution of Assets, Debt, and Income of Chilean Households," Working Papers Central Bank of Chile 388, Central Bank of Chile.

    More about this item

    Keywords

    household wealth survey; imputation methods;

    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access

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