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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-post-staging / r-mice
Type Size Name Uploaded Downloads Labels
conda 1.4 MB | osx-64/r-mice-3.18.0-r45ha730edb_0.conda  16 days and 21 hours ago 58 main
conda 1.4 MB | osx-arm64/r-mice-3.18.0-r45hc1cd577_0.conda  16 days and 21 hours ago 27 main
conda 1.4 MB | win-64/r-mice-3.18.0-r45hd8a2815_0.conda  16 days and 21 hours ago 42 main
conda 1.4 MB | win-64/r-mice-3.18.0-r44hd8a2815_0.conda  16 days and 21 hours ago 38 main
conda 1.4 MB | osx-64/r-mice-3.18.0-r44ha730edb_0.conda  16 days and 21 hours ago 45 main
conda 1.4 MB | osx-arm64/r-mice-3.18.0-r44hc1cd577_0.conda  16 days and 21 hours ago 30 main
conda 1.4 MB | linux-64/r-mice-3.18.0-r45h3697838_0.conda  16 days and 21 hours ago 148 main
conda 1.4 MB | linux-ppc64le/r-mice-3.18.0-r44hb6fba7b_0.conda  16 days and 21 hours ago 18 main
conda 1.4 MB | linux-aarch64/r-mice-3.18.0-r45h08b74da_0.conda  16 days and 21 hours ago 31 main
conda 1.4 MB | linux-aarch64/r-mice-3.18.0-r44h08b74da_0.conda  16 days and 21 hours ago 30 main
conda 1.4 MB | linux-ppc64le/r-mice-3.18.0-r45hb6fba7b_0.conda  16 days and 21 hours ago 13 main
conda 1.4 MB | linux-64/r-mice-3.18.0-r44h3697838_0.conda  16 days and 21 hours ago 228 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r45hb6fba7b_1.conda  17 days and 4 minutes ago 11 main
conda 1.4 MB | win-64/r-mice-3.17.0-r44hd8a2815_1.conda  25 days and 12 hours ago 34 main
conda 1.7 MB | osx-arm64/r-mice-3.17.0-r45hc1cd577_1.conda  25 days and 12 hours ago 29 main
conda 1.7 MB | osx-arm64/r-mice-3.17.0-r44hc1cd577_1.conda  25 days and 12 hours ago 34 main
conda 1.4 MB | win-64/r-mice-3.17.0-r45hd8a2815_1.conda  25 days and 12 hours ago 34 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r45h08b74da_1.conda  25 days and 12 hours ago 36 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r45ha730edb_1.conda  25 days and 12 hours ago 27 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r44ha730edb_1.conda  25 days and 12 hours ago 40 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r45h3697838_1.conda  25 days and 12 hours ago 108 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r44h08b74da_1.conda  25 days and 12 hours ago 29 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r44hb6fba7b_1.conda  25 days and 12 hours ago 17 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r44h3697838_1.conda  25 days and 12 hours ago 169 main
conda 1.4 MB | win-64/r-mice-3.17.0-r44h8ae3a7c_0.conda  10 months and 9 days ago 322 main

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