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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-64/r-mice-3.14.0-r41h9951f98_0.tar.bz2  3 years and 4 months ago 169 main
conda 1.4 MB | osx-64/r-mice-3.14.0-r40h9951f98_0.tar.bz2  3 years and 4 months ago 131 main
conda 1.4 MB | linux-64/r-mice-3.14.0-r41h03ef668_0.tar.bz2  3 years and 4 months ago 3828 main
conda 1.4 MB | linux-64/r-mice-3.14.0-r40h03ef668_0.tar.bz2  3 years and 4 months ago 2460 main
conda 1.3 MB | win-64/r-mice-3.13.0-r41ha856d6a_0.tar.bz2  3 years and 10 months ago 845 main
conda 1.3 MB | osx-64/r-mice-3.13.0-r40h9951f98_0.tar.bz2  3 years and 10 months ago 191 main
conda 1.3 MB | osx-64/r-mice-3.13.0-r41h9951f98_0.tar.bz2  3 years and 10 months ago 281 main
conda 1.3 MB | linux-64/r-mice-3.13.0-r41h03ef668_0.tar.bz2  3 years and 10 months ago 3686 main
conda 1.4 MB | win-64/r-mice-3.13.0-r40ha856d6a_0.tar.bz2  4 years and 2 months ago 980 main
conda 1.4 MB | win-64/r-mice-3.13.0-r36ha856d6a_0.tar.bz2  4 years and 2 months ago 1094 main
conda 1.3 MB | osx-64/r-mice-3.13.0-r36h4efb63e_0.tar.bz2  4 years and 2 months ago 319 main
conda 1.3 MB | osx-64/r-mice-3.13.0-r40h4efb63e_0.tar.bz2  4 years and 2 months ago 275 main
conda 1.3 MB | linux-64/r-mice-3.13.0-r40h03ef668_0.tar.bz2  4 years and 2 months ago 2927 main
conda 1.3 MB | linux-64/r-mice-3.13.0-r36h03ef668_0.tar.bz2  4 years and 2 months ago 3536 main
conda 1.4 MB | win-64/r-mice-3.12.0-r36ha856d6a_0.tar.bz2  4 years and 4 months ago 959 main
conda 1.4 MB | win-64/r-mice-3.12.0-r40ha856d6a_0.tar.bz2  4 years and 4 months ago 951 main
conda 1.3 MB | osx-64/r-mice-3.12.0-r36h7d45411_0.tar.bz2  4 years and 4 months ago 280 main
conda 1.3 MB | osx-64/r-mice-3.12.0-r40h7d45411_0.tar.bz2  4 years and 4 months ago 274 main
conda 1.3 MB | linux-64/r-mice-3.12.0-r40he524a50_0.tar.bz2  4 years and 4 months ago 2714 main
conda 1.3 MB | linux-64/r-mice-3.12.0-r36he524a50_0.tar.bz2  4 years and 4 months ago 2848 main
conda 1.4 MB | win-64/r-mice-3.11.0-r40h796a38f_0.tar.bz2  4 years and 7 months ago 1042 main
conda 1.4 MB | win-64/r-mice-3.11.0-r36h796a38f_0.tar.bz2  4 years and 7 months ago 1070 main
conda 1.3 MB | osx-64/r-mice-3.11.0-r40h710217c_0.tar.bz2  4 years and 7 months ago 358 main
conda 1.3 MB | osx-64/r-mice-3.11.0-r36h710217c_0.tar.bz2  4 years and 7 months ago 373 main
conda 1.3 MB | linux-64/r-mice-3.11.0-r36h0357c0b_0.tar.bz2  4 years and 7 months ago 3238 main
conda 1.3 MB | linux-64/r-mice-3.11.0-r40h0357c0b_0.tar.bz2  4 years and 7 months ago 3155 main
conda 1.4 MB | win-64/r-mice-3.10.0.1-r36h796a38f_0.tar.bz2  4 years and 8 months ago 1032 main
conda 1.4 MB | win-64/r-mice-3.10.0.1-r40h796a38f_0.tar.bz2  4 years and 8 months ago 1013 main
conda 1.3 MB | osx-64/r-mice-3.10.0.1-r36h710217c_0.tar.bz2  4 years and 8 months ago 328 main
conda 1.3 MB | osx-64/r-mice-3.10.0.1-r40h710217c_0.tar.bz2  4 years and 8 months ago 329 main
conda 1.3 MB | linux-64/r-mice-3.10.0.1-r36h0357c0b_0.tar.bz2  4 years and 8 months ago 3056 main
conda 1.3 MB | linux-64/r-mice-3.10.0.1-r40h0357c0b_0.tar.bz2  4 years and 8 months ago 3073 main
conda 1.4 MB | win-64/r-mice-3.10.0-r36h796a38f_0.tar.bz2  4 years and 8 months ago 1049 main
conda 1.4 MB | win-64/r-mice-3.10.0-r40h796a38f_0.tar.bz2  4 years and 8 months ago 1044 main
conda 1.3 MB | osx-64/r-mice-3.10.0-r36h710217c_0.tar.bz2  4 years and 8 months ago 332 main
conda 1.3 MB | osx-64/r-mice-3.10.0-r40h710217c_0.tar.bz2  4 years and 8 months ago 346 main
conda 1.3 MB | linux-64/r-mice-3.10.0-r36h0357c0b_0.tar.bz2  4 years and 8 months ago 3093 main
conda 1.3 MB | linux-64/r-mice-3.10.0-r40h0357c0b_0.tar.bz2  4 years and 8 months ago 3020 main
conda 1.4 MB | win-64/r-mice-3.9.0-r40h796a38f_0.tar.bz2  4 years and 10 months ago 1050 main
conda 1.4 MB | win-64/r-mice-3.9.0-r36h796a38f_0.tar.bz2  4 years and 10 months ago 1030 main
conda 1.3 MB | osx-64/r-mice-3.9.0-r40hc5da6b9_0.tar.bz2  4 years and 10 months ago 326 main
conda 1.3 MB | osx-64/r-mice-3.9.0-r36hc5da6b9_0.tar.bz2  4 years and 10 months ago 351 main
conda 1.3 MB | linux-64/r-mice-3.9.0-r36h0357c0b_0.tar.bz2  4 years and 10 months ago 3229 main
conda 1.3 MB | linux-64/r-mice-3.9.0-r40h0357c0b_0.tar.bz2  4 years and 10 months ago 3176 main
conda 1.4 MB | win-64/r-mice-3.8.0-r40h796a38f_1.tar.bz2  4 years and 11 months ago 1031 main
conda 1.3 MB | win-64/r-mice-3.8.0-r36h796a38f_1.tar.bz2  4 years and 11 months ago 1041 main
conda 1.3 MB | osx-64/r-mice-3.8.0-r40hc5da6b9_1.tar.bz2  4 years and 11 months ago 345 main
conda 1.3 MB | osx-64/r-mice-3.8.0-r36hc5da6b9_1.tar.bz2  4 years and 11 months ago 341 main
conda 1.3 MB | linux-64/r-mice-3.8.0-r36h0357c0b_1.tar.bz2  4 years and 11 months ago 3173 main
conda 1.3 MB | linux-64/r-mice-3.8.0-r40h0357c0b_1.tar.bz2  4 years and 11 months ago 3208 main

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