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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 13 days ago	275	main
conda	1.4 MB	\| win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda	4 months and 13 days ago	369	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda	4 months and 13 days ago	248	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r43h2711daa_0.conda	4 months and 13 days ago	122	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r44h2711daa_0.conda	4 months and 13 days ago	329	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda	4 months and 13 days ago	273	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda	4 months and 13 days ago	149	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda	4 months and 13 days ago	208	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda	4 months and 13 days ago	141	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda	4 months and 13 days ago	143	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r43h93ab643_0.conda	4 months and 13 days ago	1125	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r44h93ab643_0.conda	4 months and 13 days ago	1116	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda	8 months and 2 days ago	314	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda	8 months and 2 days ago	317	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda	8 months and 5 days ago	468	main
conda	1.4 MB	\| win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda	8 months and 5 days ago	453	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r43h25d921d_2.conda	8 months and 5 days ago	513	main
conda	1.5 MB	\| linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda	8 months and 5 days ago	212	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda	8 months and 5 days ago	214	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r44h25d921d_2.conda	8 months and 5 days ago	520	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda	8 months and 5 days ago	233	main
conda	1.5 MB	\| linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda	8 months and 5 days ago	207	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda	8 months and 5 days ago	1362	main
conda	1.4 MB	\| linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda	8 months and 5 days ago	1966	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	769	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r42hac7d2d5_1.conda	1 year and 9 months ago	775	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	4343	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_1.conda	1 year and 9 months ago	3231	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r41ha856d6a_0.conda	1 year and 10 months ago	677	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r42hac7d2d5_0.conda	1 year and 10 months ago	417	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r41hac7d2d5_0.conda	1 year and 10 months ago	414	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_0.conda	1 year and 10 months ago	1720	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r41ha503ecb_0.conda	1 year and 10 months ago	1786	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	2308	main
conda	1.4 MB	\| linux-64/r-mice-3.15.0-r42h7525677_0.conda	2 years and 4 months ago	3199	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	2243	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r42h7525677_1.tar.bz2	2 years and 5 months ago	2017	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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