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On robust causality nonresponse testing in duration studies under the Cox model

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  • Tadeusz Bednarski

Abstract

High survey nonresponse in unemployment duration studies may have a strong effect on inference if the so called causal mechanism is present. A robust method of testing the causal nonresponse is proposed for data sets where survey information can be combined with complete administrative records. It is assumed that population distribution follows approximately the Cox regression model. Formal justification of the method and a comparative simulation study are included. Copyright The Author(s) 2014

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  • Tadeusz Bednarski, 2014. "On robust causality nonresponse testing in duration studies under the Cox model," Statistical Papers, Springer, vol. 55(1), pages 221-231, February.
    • Handle: RePEc:spr:stpapr:v:55:y:2014:i:1:p:221-231
    DOI: 10.1007/s00362-013-0523-0
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    References listed on IDEAS

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    1. Van den Berg, G J & Lindeboom, M & Ridder, G, 1994. "Attrition in Longitudinal Panel Data and the Empirical Analysis of Dynamic Labour Market Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(4), pages 421-435, Oct.-Dec..
    2. Romeo, Charles J., 1997. "Measuring information loss due to inconsistencies in duration data from longitudinal surveys," Journal of Econometrics, Elsevier, vol. 78(2), pages 159-177, June.
    3. Gerard J. Van Den Berg & Maarten Lindeboom & Peter J. Dolton, 2006. "Survey non‐response and the duration of unemployment," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 585-604, July.
    4. Marjo Pyy-Martikainen & Ulrich Rendtel, 2008. "Assessing the impact of initial nonresponse and attrition in the analysis of unemployment duration with panel surveys," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 92(3), pages 297-318, August.
    5. C. O'Muircheartaigh & P. Campanelli, 1999. "A multilevel exploration of the role of interviewers in survey non‐response," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 162(3), pages 437-446.
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    Cited by:

    1. Iwona Markowicz, 2015. "Duration Analysis of Firms – Cohort Tables and Hazard Function," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 5(11), pages 36-47, November.
    2. Iwona Markowicz, 2015. "Duration Analysis of Firms – Cohort Tables and Hazard Function," International Journal of Business and Social Research, LAR Center Press, vol. 5(11), pages 36-47, November.

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