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Combining Multiple Imputation and Inverse-Probability Weighting

Author

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  • Shaun R. Seaman
  • Ian R. White
  • Andrew J. Copas
  • Leah Li

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  • Shaun R. Seaman & Ian R. White & Andrew J. Copas & Leah Li, 2012. "Combining Multiple Imputation and Inverse-Probability Weighting," Biometrics, The International Biometric Society, vol. 68(1), pages 129-137, March.
    • Handle: RePEc:bla:biomet:v:68:y:2012:i:1:p:129-137
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    File URL: http://hdl.handle.net/10.1111/j.1541-0420.2011.01666.x
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    References listed on IDEAS

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    1. Jae Kwang Kim & J. Michael Brick & Wayne A. Fuller & Graham Kalton, 2006. "On the bias of the multiple‐imputation variance estimator in survey sampling," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 68(3), pages 509-521, June.
    2. Patrick Royston, 2005. "Multiple imputation of missing values: update," Stata Journal, StataCorp LP, vol. 5(2), pages 188-201, June.
    3. Patrick Royston, 2005. "Multiple imputation of missing values: Update of ice," Stata Journal, StataCorp LP, vol. 5(4), pages 527-536, December.
    4. Joseph L. Schafer, 2003. "Multiple Imputation in Multivariate Problems When the Imputation and Analysis Models Differ," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 57(1), pages 19-35, February.
    5. Patrick Royston, 2005. "MICE for multiple imputation of missing values," United Kingdom Stata Users' Group Meetings 2005 02, Stata Users Group.
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    Cited by:

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    2. Laszlo Goerke & Sabrina Jeworrek & Markus Pannenberg, 2015. "Trade union membership and paid vacation in Germany," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-26, December.
    3. Peter Lynn & Pablo Cabrera‐Álvarez & Paul Clarke, 2023. "Sample composition and representativeness on Understanding Society," Fiscal Studies, John Wiley & Sons, vol. 44(4), pages 341-359, December.
    4. Goerke, Laszlo & Pannenberg, Markus, 2015. "Trade union membership and sickness absence: Evidence from a sick pay reform," Labour Economics, Elsevier, vol. 33(C), pages 13-25.
    5. Li, Daniel H. & Wang, Liqun, 2016. "A weighted simulation-based estimator for incomplete longitudinal data models," Statistics & Probability Letters, Elsevier, vol. 113(C), pages 16-22.
    6. Joanna Crichton & Matthew Hickman & Rona Campbell & Jon Heron & Paddy Horner & John Macleod, 2014. "Prevalence of Chlamydia in Young Adulthood and Association with Life Course Socioeconomic Position: Birth Cohort Study," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-8, August.
    7. Varshney, Nishank & Lee, Sangyoo & Temple, Judy A. & Reynolds, Arthur J., 2020. "Does early childhood education enhance parental school involvement in second grade?: Evidence from Midwest Child-Parent Center Program," Children and Youth Services Review, Elsevier, vol. 117(C).
    8. Duo Qin & Sophie van Huellen & Raghda Elshafie & Yimeng Liu & Thanos Moraitis, 2019. "A Principled Approach to Assessing Missing-Wage Induced Selection Bias," Working Papers 216, Department of Economics, SOAS University of London, UK.
    9. Kwok, Man Ki & Subramanian, S.V. & Leung, Gabriel M. & Schooling, C. Mary, 2015. "Household income and adolescent blood pressure in a Chinese birth cohort: “Children of 1997”," Social Science & Medicine, Elsevier, vol. 144(C), pages 88-95.
    10. McKetta, Sarah & Prins, Seth J. & Hasin, Deborah & Patrick, Megan E. & Keyes, Katherine M., 2022. "Structural sexism and Women's alcohol use in the United States, 1988–2016," Social Science & Medicine, Elsevier, vol. 301(C).
    11. Green, Michael J. & Stritzel, Haley & Smith, Chelsea & Popham, Frank & Crosnoe, Robert, 2018. "Timing of poverty in childhood and adolescent health: Evidence from the US and UK," Social Science & Medicine, Elsevier, vol. 197(C), pages 136-143.
    12. Ashkan Ertefaie & Nima S. Hejazi & Mark J. van der Laan, 2023. "Nonparametric inverse‐probability‐weighted estimators based on the highly adaptive lasso," Biometrics, The International Biometric Society, vol. 79(2), pages 1029-1041, June.

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