Bias Reduction by Imputation for Linear Panel Data Models with Nonrandom Missing
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References listed on IDEAS
- James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters,in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492 National Bureau of Economic Research, Inc.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
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The MIT Press,
edition 2, volume 1, number 0262232588, May.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, January.
- Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
- Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
More about this item
KeywordsAttrition; missing; nonresponse; bias-correction; panel data; imputation;
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
NEP fieldsThis paper has been announced in the following NEP Reports:
- NEP-ALL-2018-03-19 (All new papers)
- NEP-ECM-2018-03-19 (Econometrics)
- NEP-ORE-2018-03-19 (Operations Research)
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