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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 3378 main cf202003
conda 1.3 MB | linux-64/r-mice-3.8.0-r35h0357c0b_0.tar.bz2  5 years and 1 month ago 3376 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 4412 main cf202003
conda 1.3 MB | linux-64/r-mice-3.7.0-r35h0357c0b_0.tar.bz2  5 years and 3 months ago 3531 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 4008 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r35h0357c0b_1.tar.bz2  5 years and 8 months ago 3971 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r351hf99fc2c_0.tar.bz2  5 years and 9 months ago 352 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r351h796a38f_0.tar.bz2  5 years and 9 months ago 1387 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r351h0357c0b_0.tar.bz2  5 years and 9 months ago 3964 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 3993 main cf202003
conda 1.3 MB | osx-64/r-mice-3.4.0-r351h466af19_0.tar.bz2  6 years and 1 month ago 396 main cf202003
conda 1.4 MB | win-64/r-mice-3.4.0-r351h6115d3f_0.tar.bz2  6 years and 1 month ago 1558 main cf202003
conda 1.3 MB | linux-64/r-mice-3.4.0-r351h29659fb_0.tar.bz2  6 years and 1 month ago 4472 main cf202003
conda 1.4 MB | win-64/r-mice-3.3.0-r351h6115d3f_1001.tar.bz2  6 years and 3 months ago 1630 main cf202003 cf201901
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h466af19_1001.tar.bz2  6 years and 3 months ago 388 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h9d2a408_1.tar.bz2  6 years and 3 months ago 365 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351h9d2a408_1.tar.bz2  6 years and 3 months ago 4515 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351h29659fb_1001.tar.bz2  6 years and 3 months ago 4586 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 4719 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351hf484d3e_1000.tar.bz2  6 years and 4 months ago 4580 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 4811 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 4995 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 4929 main cf202003 cf201901

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