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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	\| win-64/r-mice-3.17.0-r44h8ae3a7c_0.conda	4 months and 8 days ago	275	main
conda	1.4 MB	\| win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda	4 months and 8 days ago	368	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda	4 months and 8 days ago	248	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r43h2711daa_0.conda	4 months and 8 days ago	122	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r44h2711daa_0.conda	4 months and 8 days ago	321	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda	4 months and 8 days ago	267	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda	4 months and 8 days ago	149	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda	4 months and 8 days ago	208	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda	4 months and 8 days ago	141	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda	4 months and 8 days ago	143	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r43h93ab643_0.conda	4 months and 8 days ago	1104	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r44h93ab643_0.conda	4 months and 8 days ago	1081	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda	7 months and 28 days ago	314	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda	7 months and 28 days ago	317	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda	8 months and 20 hours ago	468	main
conda	1.4 MB	\| win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda	8 months and 20 hours ago	453	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r43h25d921d_2.conda	8 months and 20 hours ago	513	main
conda	1.5 MB	\| linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda	8 months and 20 hours ago	212	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda	8 months and 20 hours ago	214	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r44h25d921d_2.conda	8 months and 20 hours ago	520	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda	8 months and 20 hours ago	232	main
conda	1.5 MB	\| linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda	8 months and 20 hours ago	206	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda	8 months and 21 hours ago	1349	main
conda	1.4 MB	\| linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda	8 months and 21 hours ago	1955	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.16.0-r43hd301276_1.conda	1 year and 7 months ago	229	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.16.0-r42hd301276_1.conda	1 year and 7 months ago	214	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.16.0-r43ha6e910b_1.conda	1 year and 7 months ago	220	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.16.0-r42ha6e910b_1.conda	1 year and 7 months ago	213	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r41ha856d6a_1.conda	1 year and 9 months ago	768	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r42hac7d2d5_1.conda	1 year and 9 months ago	774	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r43hac7d2d5_1.conda	1 year and 9 months ago	805	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r43ha503ecb_1.conda	1 year and 9 months ago	4334	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_1.conda	1 year and 9 months ago	3211	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r41ha856d6a_0.conda	1 year and 9 months ago	677	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r42hac7d2d5_0.conda	1 year and 9 months ago	417	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r41hac7d2d5_0.conda	1 year and 9 months ago	414	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_0.conda	1 year and 9 months ago	1707	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r41ha503ecb_0.conda	1 year and 9 months ago	1775	main
conda	1.4 MB	\| win-64/r-mice-3.15.0-r41ha856d6a_0.conda	2 years and 4 months ago	953	main
conda	1.4 MB	\| osx-64/r-mice-3.15.0-r41h49197e3_0.conda	2 years and 4 months ago	438	main
conda	1.4 MB	\| osx-64/r-mice-3.15.0-r42h49197e3_0.conda	2 years and 4 months ago	469	main
conda	1.4 MB	\| linux-64/r-mice-3.15.0-r41h7525677_0.conda	2 years and 4 months ago	2298	main
conda	1.4 MB	\| linux-64/r-mice-3.15.0-r42h7525677_0.conda	2 years and 4 months ago	3186	main
conda	1.4 MB	\| win-64/r-mice-3.14.0-r41ha856d6a_1.tar.bz2	2 years and 5 months ago	563	main
conda	1.4 MB	\| osx-64/r-mice-3.14.0-r42h49197e3_1.tar.bz2	2 years and 5 months ago	96	main
conda	1.4 MB	\| osx-64/r-mice-3.14.0-r41h49197e3_1.tar.bz2	2 years and 5 months ago	93	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r41h7525677_1.tar.bz2	2 years and 5 months ago	2231	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r42h7525677_1.tar.bz2	2 years and 5 months ago	2003	main
conda	1.4 MB	\| win-64/r-mice-3.14.0-r41ha856d6a_0.tar.bz2	3 years and 4 months ago	785	main
conda	1.5 MB	\| win-64/r-mice-3.14.0-r40ha856d6a_0.tar.bz2	3 years and 4 months ago	754	main

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