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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
Type Size Name Uploaded Downloads Labels
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda  1 year and 15 days ago 329 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda  1 year and 15 days ago 331 main
conda 1.5 MB | win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda  1 year and 18 days ago 486 main
conda 1.4 MB | win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda  1 year and 18 days ago 474 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r43h25d921d_2.conda  1 year and 18 days ago 531 main
conda 1.5 MB | linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda  1 year and 18 days ago 219 main
conda 1.4 MB | linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda  1 year and 18 days ago 232 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r44h25d921d_2.conda  1 year and 18 days ago 538 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda  1 year and 18 days ago 240 main
conda 1.5 MB | linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda  1 year and 18 days ago 224 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda  1 year and 18 days ago 1691 main
conda 1.4 MB | linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda  1 year and 18 days ago 2307 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43hd301276_1.conda  2 years and 6 days ago 235 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r42hd301276_1.conda  2 years and 6 days ago 220 main
conda 1.4 MB | linux-aarch64/r-mice-3.16.0-r43ha6e910b_1.conda  2 years and 6 days ago 230 main
conda 1.4 MB | linux-aarch64/r-mice-3.16.0-r42ha6e910b_1.conda  2 years and 6 days ago 227 main
conda 1.5 MB | win-64/r-mice-3.16.0-r41ha856d6a_1.conda  2 years and 2 months ago 790 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r42hac7d2d5_1.conda  2 years and 2 months ago 784 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r43hac7d2d5_1.conda  2 years and 2 months ago 814 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r43ha503ecb_1.conda  2 years and 2 months ago 4662 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r42ha503ecb_1.conda  2 years and 2 months ago 3757 main
conda 1.5 MB | win-64/r-mice-3.16.0-r41ha856d6a_0.conda  2 years and 2 months ago 688 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r42hac7d2d5_0.conda  2 years and 2 months ago 424 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r41hac7d2d5_0.conda  2 years and 2 months ago 421 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r42ha503ecb_0.conda  2 years and 2 months ago 2037 main

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