A cautionary case study of approaches to the treatment of missing data
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References listed on IDEAS
- Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LP, vol. 4(3), pages 227-241, September.
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- Denis Conniffe & Donal O’Neill, 2008. "An Efficient Estimator for Dealing with Missing Data on Explanatory Variables in a Probit Choice Model," Economics, Finance and Accounting Department Working Paper Series n1960908.pdf, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth.
- Nicholas Wolfinger, 2011. "More Evidence for Trends in the Intergenerational Transmission of Divorce: A Completed Cohort Approach Using Data From the General Social Survey," Demography, Springer;Population Association of America (PAA), vol. 48(2), pages 581-592, May.
- Forest, Adam & Kirchler, Erich, 2010. "Targeting occupations with varying reputations to increase tax revenue," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(3), pages 400-406, June.
- Heidi Hanson & Ken Smith & Zachary Zimmer, 2015. "Reproductive History and Later-Life Comorbidity Trajectories: A Medicare-Linked Cohort Study From the Utah Population Database," Demography, Springer;Population Association of America (PAA), vol. 52(6), pages 2021-2049, December.
- Ferrari, Pier Alda & Annoni, Paola & Barbiero, Alessandro & Manzi, Giancarlo, 2011. "An imputation method for categorical variables with application to nonlinear principal component analysis," Computational Statistics & Data Analysis, Elsevier, vol. 55(7), pages 2410-2420, July.
- Keuntae Kim, 2014. "Intergenerational Transmission of Age at First Birth in the United States: Evidence from Multiple Surveys," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 33(5), pages 649-671, October.
- Conniffe, Denis & O'Neill, Donal, 2009. "Efficient Probit Estimation with Partially Missing Covariates," IZA Discussion Papers 4081, Institute for the Study of Labor (IZA).
- Tüselmann, Heinz & Sinkovics, Rudolf R. & Pishchulov, Grigory, 2015. "Towards a consolidation of worldwide journal rankings – A classification using random forests and aggregate rating via data envelopment analysis," Omega, Elsevier, vol. 51(C), pages 11-23.
More about this item
KeywordsMissing data; Imputation; Multiple imputation; Casewise deletion;
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