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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 15 days ago	276	main
conda	1.4 MB	\| win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda	4 months and 15 days ago	370	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda	4 months and 15 days ago	248	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r43h2711daa_0.conda	4 months and 15 days ago	123	main
conda	1.4 MB	\| osx-64/r-mice-3.17.0-r44h2711daa_0.conda	4 months and 15 days ago	330	main
conda	1.4 MB	\| osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda	4 months and 15 days ago	273	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda	4 months and 15 days ago	149	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda	4 months and 15 days ago	209	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda	4 months and 15 days ago	142	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda	4 months and 15 days ago	143	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r43h93ab643_0.conda	4 months and 15 days ago	1140	main
conda	1.4 MB	\| linux-64/r-mice-3.17.0-r44h93ab643_0.conda	4 months and 15 days ago	1135	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda	8 months and 4 days ago	314	main
conda	1.4 MB	\| osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda	8 months and 4 days ago	317	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda	8 months and 7 days ago	469	main
conda	1.4 MB	\| win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda	8 months and 7 days ago	454	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r43h25d921d_2.conda	8 months and 7 days ago	514	main
conda	1.5 MB	\| linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda	8 months and 7 days ago	212	main
conda	1.4 MB	\| linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda	8 months and 7 days ago	215	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r44h25d921d_2.conda	8 months and 7 days ago	521	main
conda	1.4 MB	\| linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda	8 months and 7 days ago	233	main
conda	1.5 MB	\| linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda	8 months and 7 days ago	208	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda	8 months and 7 days ago	1367	main
conda	1.4 MB	\| linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda	8 months and 7 days ago	1972	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	221	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	770	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r42hac7d2d5_1.conda	1 year and 9 months ago	776	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r43hac7d2d5_1.conda	1 year and 9 months ago	806	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r43ha503ecb_1.conda	1 year and 9 months ago	4349	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_1.conda	1 year and 9 months ago	3242	main
conda	1.5 MB	\| win-64/r-mice-3.16.0-r41ha856d6a_0.conda	1 year and 10 months ago	678	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r42hac7d2d5_0.conda	1 year and 10 months ago	418	main
conda	1.4 MB	\| osx-64/r-mice-3.16.0-r41hac7d2d5_0.conda	1 year and 10 months ago	415	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r42ha503ecb_0.conda	1 year and 10 months ago	1723	main
conda	1.5 MB	\| linux-64/r-mice-3.16.0-r41ha503ecb_0.conda	1 year and 10 months ago	1792	main
conda	1.4 MB	\| win-64/r-mice-3.15.0-r41ha856d6a_0.conda	2 years and 4 months ago	954	main
conda	1.4 MB	\| osx-64/r-mice-3.15.0-r41h49197e3_0.conda	2 years and 4 months ago	439	main
conda	1.4 MB	\| osx-64/r-mice-3.15.0-r42h49197e3_0.conda	2 years and 4 months ago	470	main
conda	1.4 MB	\| linux-64/r-mice-3.15.0-r41h7525677_0.conda	2 years and 4 months ago	2314	main
conda	1.4 MB	\| linux-64/r-mice-3.15.0-r42h7525677_0.conda	2 years and 4 months ago	3205	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	2246	main
conda	1.4 MB	\| linux-64/r-mice-3.14.0-r42h7525677_1.tar.bz2	2 years and 5 months ago	2022	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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