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Multiple imputation using Fully Conditional Specification (FCS) implemented by the MICE algorithm as described in Van Buuren and Groothuis-Oudshoorn (2011) <doi:10.18637/jss.v045.i03>. Each variable has its own imputation model. Built-in imputation models are provided for continuous data (predictive mean matching, normal), binary data (logistic regression), unordered categorical data (polytomous logistic regression) and ordered categorical data (proportional odds). MICE can also impute continuous two-level data (normal model, pan, second-level variables). Passive imputation can be used to maintain consistency between variables. Various diagnostic plots are available to inspect the quality of the imputations.

copied from cf-staging / r-mice

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Type	Size	Name	Uploaded	Downloads	Labels
conda	1.4 MB	\| osx-64/r-mice-3.14.0-r41h9951f98_0.tar.bz2	3 years and 4 months ago	169	main
conda	1.4 MB	\| osx-64/r-mice-3.14.0-r40h9951f98_0.tar.bz2	3 years and 4 months ago	131	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r41h03ef668_0.tar.bz2	3 years and 4 months ago	3831	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r40h03ef668_0.tar.bz2	3 years and 4 months ago	2463	main
conda	1.3 MB	\| win-64/r-mice-3.13.0-r41ha856d6a_0.tar.bz2	3 years and 10 months ago	845	main
conda	1.3 MB	\| osx-64/r-mice-3.13.0-r40h9951f98_0.tar.bz2	3 years and 10 months ago	191	main
conda	1.3 MB	\| osx-64/r-mice-3.13.0-r41h9951f98_0.tar.bz2	3 years and 10 months ago	281	main
conda	1.3 MB	\| linux-64/r-mice-3.13.0-r41h03ef668_0.tar.bz2	3 years and 10 months ago	3689	main
conda	1.4 MB	\| win-64/r-mice-3.13.0-r40ha856d6a_0.tar.bz2	4 years and 2 months ago	980	main
conda	1.4 MB	\| win-64/r-mice-3.13.0-r36ha856d6a_0.tar.bz2	4 years and 2 months ago	1094	main
conda	1.3 MB	\| osx-64/r-mice-3.13.0-r36h4efb63e_0.tar.bz2	4 years and 2 months ago	319	main
conda	1.3 MB	\| osx-64/r-mice-3.13.0-r40h4efb63e_0.tar.bz2	4 years and 2 months ago	275	main
conda	1.3 MB	\| linux-64/r-mice-3.13.0-r40h03ef668_0.tar.bz2	4 years and 2 months ago	2930	main
conda	1.3 MB	\| linux-64/r-mice-3.13.0-r36h03ef668_0.tar.bz2	4 years and 2 months ago	3539	main
conda	1.4 MB	\| win-64/r-mice-3.12.0-r36ha856d6a_0.tar.bz2	4 years and 4 months ago	959	main
conda	1.4 MB	\| win-64/r-mice-3.12.0-r40ha856d6a_0.tar.bz2	4 years and 4 months ago	951	main
conda	1.3 MB	\| osx-64/r-mice-3.12.0-r36h7d45411_0.tar.bz2	4 years and 4 months ago	280	main
conda	1.3 MB	\| osx-64/r-mice-3.12.0-r40h7d45411_0.tar.bz2	4 years and 4 months ago	274	main
conda	1.3 MB	\| linux-64/r-mice-3.12.0-r40he524a50_0.tar.bz2	4 years and 4 months ago	2717	main
conda	1.3 MB	\| linux-64/r-mice-3.12.0-r36he524a50_0.tar.bz2	4 years and 4 months ago	2851	main
conda	1.4 MB	\| win-64/r-mice-3.11.0-r40h796a38f_0.tar.bz2	4 years and 8 months ago	1042	main
conda	1.4 MB	\| win-64/r-mice-3.11.0-r36h796a38f_0.tar.bz2	4 years and 8 months ago	1070	main
conda	1.3 MB	\| osx-64/r-mice-3.11.0-r40h710217c_0.tar.bz2	4 years and 8 months ago	358	main
conda	1.3 MB	\| osx-64/r-mice-3.11.0-r36h710217c_0.tar.bz2	4 years and 8 months ago	373	main
conda	1.3 MB	\| linux-64/r-mice-3.11.0-r36h0357c0b_0.tar.bz2	4 years and 8 months ago	3241	main
conda	1.3 MB	\| linux-64/r-mice-3.11.0-r40h0357c0b_0.tar.bz2	4 years and 8 months ago	3158	main
conda	1.4 MB	\| win-64/r-mice-3.10.0.1-r36h796a38f_0.tar.bz2	4 years and 8 months ago	1032	main
conda	1.4 MB	\| win-64/r-mice-3.10.0.1-r40h796a38f_0.tar.bz2	4 years and 8 months ago	1013	main
conda	1.3 MB	\| osx-64/r-mice-3.10.0.1-r36h710217c_0.tar.bz2	4 years and 8 months ago	328	main
conda	1.3 MB	\| osx-64/r-mice-3.10.0.1-r40h710217c_0.tar.bz2	4 years and 8 months ago	329	main
conda	1.3 MB	\| linux-64/r-mice-3.10.0.1-r36h0357c0b_0.tar.bz2	4 years and 8 months ago	3059	main
conda	1.3 MB	\| linux-64/r-mice-3.10.0.1-r40h0357c0b_0.tar.bz2	4 years and 8 months ago	3076	main
conda	1.4 MB	\| win-64/r-mice-3.10.0-r36h796a38f_0.tar.bz2	4 years and 8 months ago	1049	main
conda	1.4 MB	\| win-64/r-mice-3.10.0-r40h796a38f_0.tar.bz2	4 years and 8 months ago	1044	main
conda	1.3 MB	\| osx-64/r-mice-3.10.0-r36h710217c_0.tar.bz2	4 years and 8 months ago	332	main
conda	1.3 MB	\| osx-64/r-mice-3.10.0-r40h710217c_0.tar.bz2	4 years and 8 months ago	346	main
conda	1.3 MB	\| linux-64/r-mice-3.10.0-r36h0357c0b_0.tar.bz2	4 years and 8 months ago	3096	main
conda	1.3 MB	\| linux-64/r-mice-3.10.0-r40h0357c0b_0.tar.bz2	4 years and 8 months ago	3023	main
conda	1.4 MB	\| win-64/r-mice-3.9.0-r40h796a38f_0.tar.bz2	4 years and 10 months ago	1050	main
conda	1.4 MB	\| win-64/r-mice-3.9.0-r36h796a38f_0.tar.bz2	4 years and 10 months ago	1030	main
conda	1.3 MB	\| osx-64/r-mice-3.9.0-r40hc5da6b9_0.tar.bz2	4 years and 10 months ago	326	main
conda	1.3 MB	\| osx-64/r-mice-3.9.0-r36hc5da6b9_0.tar.bz2	4 years and 10 months ago	351	main
conda	1.3 MB	\| linux-64/r-mice-3.9.0-r36h0357c0b_0.tar.bz2	4 years and 10 months ago	3232	main
conda	1.3 MB	\| linux-64/r-mice-3.9.0-r40h0357c0b_0.tar.bz2	4 years and 10 months ago	3179	main
conda	1.4 MB	\| win-64/r-mice-3.8.0-r40h796a38f_1.tar.bz2	4 years and 11 months ago	1031	main
conda	1.3 MB	\| win-64/r-mice-3.8.0-r36h796a38f_1.tar.bz2	4 years and 11 months ago	1041	main
conda	1.3 MB	\| osx-64/r-mice-3.8.0-r40hc5da6b9_1.tar.bz2	4 years and 11 months ago	345	main
conda	1.3 MB	\| osx-64/r-mice-3.8.0-r36hc5da6b9_1.tar.bz2	4 years and 11 months ago	341	main
conda	1.3 MB	\| linux-64/r-mice-3.8.0-r36h0357c0b_1.tar.bz2	4 years and 11 months ago	3175	main
conda	1.3 MB	\| linux-64/r-mice-3.8.0-r40h0357c0b_1.tar.bz2	4 years and 11 months ago	3211	main

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