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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 | win-64/r-mice-3.17.0-r44h8ae3a7c_0.conda  9 months and 3 days ago 314 main
conda 1.4 MB | win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda  9 months and 3 days ago 404 main
conda 1.4 MB | osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda  9 months and 3 days ago 274 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r43h2711daa_0.conda  9 months and 3 days ago 152 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r44h2711daa_0.conda  9 months and 3 days ago 515 main
conda 1.4 MB | osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda  9 months and 3 days ago 310 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda  9 months and 3 days ago 156 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda  9 months and 3 days ago 258 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda  9 months and 3 days ago 186 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda  9 months and 3 days ago 150 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r43h93ab643_0.conda  9 months and 3 days ago 1870 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r44h93ab643_0.conda  9 months and 3 days ago 2215 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda  1 year and 23 days ago 330 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda  1 year and 23 days ago 332 main
conda 1.5 MB | win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda  1 year and 26 days ago 487 main
conda 1.4 MB | win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda  1 year and 26 days ago 475 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r43h25d921d_2.conda  1 year and 26 days ago 531 main
conda 1.5 MB | linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda  1 year and 26 days ago 219 main
conda 1.4 MB | linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda  1 year and 26 days ago 234 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r44h25d921d_2.conda  1 year and 26 days ago 538 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda  1 year and 26 days ago 240 main
conda 1.5 MB | linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda  1 year and 26 days ago 225 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda  1 year and 26 days ago 1713 main
conda 1.4 MB | linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda  1 year and 26 days ago 2321 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43hd301276_1.conda  2 years and 14 days ago 235 main

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