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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  6 months and 28 days ago 293 main
conda 1.4 MB | win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda  6 months and 28 days ago 389 main
conda 1.4 MB | osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda  6 months and 28 days ago 262 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r43h2711daa_0.conda  6 months and 28 days ago 144 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r44h2711daa_0.conda  6 months and 28 days ago 434 main
conda 1.4 MB | osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda  6 months and 28 days ago 292 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda  6 months and 28 days ago 154 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda  6 months and 28 days ago 246 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda  6 months and 28 days ago 162 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda  6 months and 28 days ago 148 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r43h93ab643_0.conda  6 months and 28 days ago 1579 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r44h93ab643_0.conda  6 months and 28 days ago 1645 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda  10 months and 18 days ago 324 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda  10 months and 18 days ago 326 main
conda 1.5 MB | win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda  10 months and 21 days ago 478 main
conda 1.4 MB | win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda  10 months and 21 days ago 464 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r43h25d921d_2.conda  10 months and 21 days ago 524 main
conda 1.5 MB | linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda  10 months and 21 days ago 217 main
conda 1.4 MB | linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda  10 months and 21 days ago 227 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r44h25d921d_2.conda  10 months and 21 days ago 533 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda  10 months and 21 days ago 238 main
conda 1.5 MB | linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda  10 months and 21 days ago 220 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda  10 months and 21 days ago 1572 main
conda 1.4 MB | linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda  10 months and 21 days ago 2190 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43hd301276_1.conda  1 year and 10 months ago 233 main

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