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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 1.3 MB | win-64/r-mice-3.8.0-r35h796a38f_0.tar.bz2  5 years and 1 month ago 1079 main cf202003
conda 1.4 MB | win-64/r-mice-3.8.0-r36h796a38f_0.tar.bz2  5 years and 1 month ago 1088 main cf202003
conda 1.3 MB | osx-64/r-mice-3.8.0-r35hc5da6b9_0.tar.bz2  5 years and 1 month ago 342 main cf202003
conda 1.3 MB | osx-64/r-mice-3.8.0-r36hc5da6b9_0.tar.bz2  5 years and 1 month ago 367 main cf202003
conda 1.3 MB | linux-64/r-mice-3.8.0-r36h0357c0b_0.tar.bz2  5 years and 1 month ago 3365 main cf202003
conda 1.3 MB | linux-64/r-mice-3.8.0-r35h0357c0b_0.tar.bz2  5 years and 1 month ago 3366 main cf202003
conda 1.4 MB | win-64/r-mice-3.7.0-r36h796a38f_0.tar.bz2  5 years and 3 months ago 1179 main cf202003
conda 1.4 MB | win-64/r-mice-3.7.0-r35h796a38f_0.tar.bz2  5 years and 3 months ago 1165 main cf202003
conda 1.3 MB | osx-64/r-mice-3.7.0-r35hc5da6b9_0.tar.bz2  5 years and 3 months ago 344 main cf202003
conda 1.3 MB | osx-64/r-mice-3.7.0-r36hc5da6b9_0.tar.bz2  5 years and 3 months ago 365 main cf202003
conda 1.3 MB | linux-64/r-mice-3.7.0-r36h0357c0b_0.tar.bz2  5 years and 3 months ago 4402 main cf202003
conda 1.3 MB | linux-64/r-mice-3.7.0-r35h0357c0b_0.tar.bz2  5 years and 3 months ago 3519 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r36h796a38f_1.tar.bz2  5 years and 8 months ago 1429 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r35h796a38f_1.tar.bz2  5 years and 8 months ago 1398 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r36hf99fc2c_1.tar.bz2  5 years and 8 months ago 417 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r35hf99fc2c_1.tar.bz2  5 years and 8 months ago 377 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r36h0357c0b_1.tar.bz2  5 years and 8 months ago 3996 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r35h0357c0b_1.tar.bz2  5 years and 8 months ago 3961 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r351hf99fc2c_0.tar.bz2  5 years and 8 months ago 352 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r351h796a38f_0.tar.bz2  5 years and 8 months ago 1387 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r351h0357c0b_0.tar.bz2  5 years and 8 months ago 3953 main cf202003
conda 1.3 MB | osx-64/r-mice-3.5.0-r35hf99fc2c_0.tar.bz2  5 years and 9 months ago 372 main cf202003
conda 1.4 MB | win-64/r-mice-3.5.0-r35h796a38f_0.tar.bz2  5 years and 9 months ago 1398 main cf202003
conda 1.3 MB | linux-64/r-mice-3.5.0-r35h0357c0b_0.tar.bz2  5 years and 9 months ago 3984 main cf202003
conda 1.3 MB | osx-64/r-mice-3.4.0-r351h466af19_0.tar.bz2  6 years and 29 days ago 396 main cf202003
conda 1.4 MB | win-64/r-mice-3.4.0-r351h6115d3f_0.tar.bz2  6 years and 29 days ago 1558 main cf202003
conda 1.3 MB | linux-64/r-mice-3.4.0-r351h29659fb_0.tar.bz2  6 years and 29 days ago 4463 main cf202003
conda 1.4 MB | win-64/r-mice-3.3.0-r351h6115d3f_1001.tar.bz2  6 years and 2 months ago 1630 main cf202003 cf201901
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h466af19_1001.tar.bz2  6 years and 2 months ago 388 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h9d2a408_1.tar.bz2  6 years and 2 months ago 365 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351h9d2a408_1.tar.bz2  6 years and 2 months ago 4502 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351h29659fb_1001.tar.bz2  6 years and 2 months ago 4574 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351hfc679d8_0.tar.bz2  6 years and 4 months ago 378 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351hfc679d8_0.tar.bz2  6 years and 4 months ago 4707 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351hf484d3e_1000.tar.bz2  6 years and 4 months ago 4567 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h0a44026_1000.tar.bz2  6 years and 4 months ago 349 main gcc7 cf202003
conda 1.0 MB | linux-64/r-mice-3.3.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 4802 main cf202003 cf201901
conda 1.0 MB | osx-64/r-mice-3.3.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 397 main cf202003 cf201901
conda 1.0 MB | osx-64/r-mice-3.2.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 372 main cf202003 cf201901
conda 1.0 MB | linux-64/r-mice-3.2.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 4983 main cf202003 cf201901
conda 870.2 kB | osx-64/r-mice-2.46.0-r341hfc679d8_0.tar.bz2  6 years and 10 months ago 385 main cf202003 cf201901
conda 869.5 kB | linux-64/r-mice-2.46.0-r341hfc679d8_0.tar.bz2  6 years and 10 months ago 4918 main cf202003 cf201901

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