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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 5 days ago 287 main
conda 1.4 MB | win-64/r-mice-3.17.0-r43h8ae3a7c_0.conda  6 months and 5 days ago 383 main
conda 1.4 MB | osx-arm64/r-mice-3.17.0-r43h31118f2_0.conda  6 months and 5 days ago 260 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r43h2711daa_0.conda  6 months and 5 days ago 136 main
conda 1.4 MB | osx-64/r-mice-3.17.0-r44h2711daa_0.conda  6 months and 5 days ago 405 main
conda 1.4 MB | osx-arm64/r-mice-3.17.0-r44h31118f2_0.conda  6 months and 5 days ago 289 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r44h8455397_0.conda  6 months and 5 days ago 153 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r43h21d2c02_0.conda  6 months and 5 days ago 219 main
conda 1.4 MB | linux-aarch64/r-mice-3.17.0-r44h21d2c02_0.conda  6 months and 5 days ago 152 main
conda 1.4 MB | linux-ppc64le/r-mice-3.17.0-r43h8455397_0.conda  6 months and 5 days ago 147 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r43h93ab643_0.conda  6 months and 5 days ago 1435 main
conda 1.4 MB | linux-64/r-mice-3.17.0-r44h93ab643_0.conda  6 months and 5 days ago 1477 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r43hd76f289_2.conda  9 months and 25 days ago 323 main
conda 1.4 MB | osx-arm64/r-mice-3.16.0-r44hd76f289_2.conda  9 months and 25 days ago 326 main
conda 1.5 MB | win-64/r-mice-3.16.0-r44h8ae3a7c_2.conda  9 months and 29 days ago 476 main
conda 1.4 MB | win-64/r-mice-3.16.0-r43h8ae3a7c_2.conda  9 months and 29 days ago 462 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r43h25d921d_2.conda  9 months and 29 days ago 522 main
conda 1.5 MB | linux-ppc64le/r-mice-3.16.0-r44h0cea4bf_2.conda  9 months and 29 days ago 216 main
conda 1.4 MB | linux-aarch64/r-mice-3.16.0-r43h6170684_2.conda  9 months and 29 days ago 224 main
conda 1.4 MB | osx-64/r-mice-3.16.0-r44h25d921d_2.conda  9 months and 29 days ago 528 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43h0cea4bf_2.conda  9 months and 29 days ago 237 main
conda 1.5 MB | linux-aarch64/r-mice-3.16.0-r44h6170684_2.conda  9 months and 29 days ago 217 main
conda 1.5 MB | linux-64/r-mice-3.16.0-r44h0d4f4ea_2.conda  9 months and 29 days ago 1511 main
conda 1.4 MB | linux-64/r-mice-3.16.0-r43h0d4f4ea_2.conda  9 months and 29 days ago 2123 main
conda 1.4 MB | linux-ppc64le/r-mice-3.16.0-r43hd301276_1.conda  1 year and 9 months ago 232 main

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