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## Resources
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### Books
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1. Van Buuren, S. (2018). [Flexible Imputation of Missing Data. Second
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Edition.](https://stefvanbuuren.name/fimd/). Chapman & Hall/CRC.
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Boca Raton, FL.
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### Theoretical background
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1. [mice: Multivariate Imputation by Chained Equations in
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R](https://stefvanbuuren.name/publications/#vanbuuren-2011-1) in the
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Journal of Statistical Software (S. van Buuren and
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Groothuis-Oudshoorn 2011).
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2. The first application on [missing blood
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pressure](https://stefvanbuuren.name/publications/#vanbuuren-1999-1)
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data (S. van Buuren, Boshuizen, and Knook 1999).
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3. Term [Fully Conditional
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Specification](https://stefvanbuuren.name/publications/#vanbuuren-2006-1)
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describes a general class of methods that specify imputations model
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for multivariate data as a set of conditional distributions (S. van
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Buuren et al. 2006).
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4. Details about imputing [mixes of numerical and categorical
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data](https://stefvanbuuren.name/publications/#vanbuuren-2007-1) can
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be found in (S. van Buuren 2007).
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5. Book [Flexible Imputation of Missing Data. Second
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Edition](https://stefvanbuuren.name/fimd/) (Stef van Buuren 2018).
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### Course materials
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@@ -194,6 +208,31 @@ Please note that the mice project is released with a [Contributor Code
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of Conduct](https://amices.org/mice/CODE_OF_CONDUCT.html). By
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contributing to this project, you agree to abide by its terms.
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## References
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van Buuren, S. 2007. “Multiple Imputation of Discrete and Continuous
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Data by Fully Conditional Specification.” *Statistical Methods in
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Medical Research* 16 (3): 219–42.
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<https://doi.org/10.1177/0962280206074463>.
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van Buuren, S., H. C. Boshuizen, and D. L. Knook. 1999. “Multiple
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Imputation of Missing Blood Pressure Covariates in Survival Analysis.”
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*Statistics in Medicine* 18 (6): 681–94.
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<https://doi.org/10.1002/(sici)1097-0258(19990330)18:6%3C681::aid-sim71%3E3.0.co;2-r>.
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van Buuren, S., J. P. L. Brand, C. G. M. Groothuis-Oudshoorn, and D. B.
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Rubin. 2006. “Fully Conditional Specification in Multivariate
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Imputation.” *Journal of Statistical Computation and Simulation* 76
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(12): 1049–64. <https://doi.org/10.1080/10629360600810434>.
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van Buuren, S., and K. Groothuis-Oudshoorn. 2011. “mice: Multivariate
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Imputation by Chained Equations in R.” *Journal of Statistical Software*
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45 (3): 1–67. <https://doi.org/10.18637/jss.v045.i03>.
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van Buuren, Stef. 2018. *Flexible Imputation of Missing Data*. 2nd ed.
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Interdisciplinary Statistics Series. Chapman and Hall/CRC.
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<https://doi.org/10.1201/9780429492259>.
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# Package index
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## Main imputation functions

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