Multiple imputation of missing values: Further update of ice, with an emphasis on categorical variables
AbstractMultiple imputation of missing data continues to be a topic of considerable interest and importance to applied researchers. In this article, the ice package for multiple imputation by chained equations (also known as fully con- ditional specification) is further updated. Special attention is paid to categorical variables. The relationship between ice and the new multiple-imputation system in Stata 11 is clarified.
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Bibliographic InfoArticle provided by StataCorp LP in its journal Stata Journal.
Volume (Year): 9 (2009)
Issue (Month): 3 (September)
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- Layte, Richard & Nolan, Anne, 2013. "Income-Related Inequity in the Use of GP Services: A Comparison of Ireland and Scotland," Papers WP454, Economic and Social Research Institute (ESRI).
- McGovern, Mark E., 2013.
"Still Unequal at Birth: Birth Weight, Socioeconomic Status and Outcomes at Age 9,"
143356, Harvard University OpenScholar.
- Mark E. Mcgovern, 2013. "Still Unequal at Birth: Birth Weight,Socio-economic Status and Outcomes at Age 9," The Economic and Social Review, Economic and Social Studies, vol. 44(1), pages 53â84.
- Mark E. McGovern, 2012. "Still unequal at birth: birth weight, socioeconomic status and outcomes at age 9," Working Papers 201222, Geary Institute, University College Dublin.
- Mark E McGovern, 2011. "Still Unequal at Birth - Birth Weight, Socioeconomic Status and Outcomes at Age 9," Working Papers 201125, School Of Economics, University College Dublin.
- Mark E. McGovern, 2012. "Still Unequal At Birth: Birth Weight, Socioeconomic Status,And Outcomes at Age 9," PGDA Working Papers 9512, Program on the Global Demography of Aging.
- White, Ian R. & Daniel, Rhian & Royston, Patrick, 2010. "Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables," Computational Statistics & Data Analysis, Elsevier, vol. 54(10), pages 2267-2275, October.
- Jaenichen, Ursula & Sakshaug, Joseph, 2012. "Multiple imputation of household income in the first wave of PASS," FDZ Methodenreport 201202_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Christoph Helbach, 2012. "The Interplay of Standardized Tests and Incentives – An Econometric Analysis with Data from PISA 2000 and PISA 2009," Ruhr Economic Papers 0356, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
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