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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 10 days ago	275	main
conda	1.4 MB	\| win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda	4 months and 10 days ago	368	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda	4 months and 10 days ago	248	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r43h2711daa_0.conda	4 months and 10 days ago	122	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r44h2711daa_0.conda	4 months and 10 days ago	321	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda	4 months and 10 days ago	268	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda	4 months and 10 days ago	149	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda	4 months and 10 days ago	208	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda	4 months and 10 days ago	141	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda	4 months and 10 days ago	143	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r43h93ab643_0.conda	4 months and 10 days ago	1116	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r44h93ab643_0.conda	4 months and 10 days ago	1088	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda	7 months and 30 days ago	314	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda	7 months and 30 days ago	317	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda	8 months and 2 days ago	468	main
conda	1.4 MB	\| win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda	8 months and 2 days ago	453	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r43h25d921d_2.conda	8 months and 2 days ago	513	main
conda	1.5 MB	\| linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda	8 months and 2 days ago	212	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda	8 months and 2 days ago	214	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r44h25d921d_2.conda	8 months and 2 days ago	520	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda	8 months and 2 days ago	233	main
conda	1.5 MB	\| linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda	8 months and 2 days ago	206	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda	8 months and 2 days ago	1356	main
conda	1.4 MB	\| linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda	8 months and 2 days ago	1959	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	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	4337	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_1.conda	1 year and 9 months ago	3222	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	1714	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r41ha503ecb_0.conda	1 year and 9 months ago	1780	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	2305	main
conda	1.4 MB	\| linux-64/r-mice-3.15.0-r42h7525677_0.conda	2 years and 4 months ago	3193	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	2237	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r42h7525677_1.tar.bz2	2 years and 5 months ago	2010	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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