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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 1089 main cf202003
conda 1.3 MB | osx-64/r-mice-3.8.0-r35hc5da6b9_0.tar.bz2  5 years and 1 month ago 343 main cf202003
conda 1.3 MB | osx-64/r-mice-3.8.0-r36hc5da6b9_0.tar.bz2  5 years and 1 month ago 368 main cf202003
conda 1.3 MB | linux-64/r-mice-3.8.0-r36h0357c0b_0.tar.bz2  5 years and 1 month ago 3396 main cf202003
conda 1.3 MB | linux-64/r-mice-3.8.0-r35h0357c0b_0.tar.bz2  5 years and 1 month ago 3396 main cf202003
conda 1.4 MB | win-64/r-mice-3.7.0-r36h796a38f_0.tar.bz2  5 years and 4 months ago 1180 main cf202003
conda 1.4 MB | win-64/r-mice-3.7.0-r35h796a38f_0.tar.bz2  5 years and 4 months ago 1166 main cf202003
conda 1.3 MB | osx-64/r-mice-3.7.0-r35hc5da6b9_0.tar.bz2  5 years and 4 months ago 345 main cf202003
conda 1.3 MB | osx-64/r-mice-3.7.0-r36hc5da6b9_0.tar.bz2  5 years and 4 months ago 367 main cf202003
conda 1.3 MB | linux-64/r-mice-3.7.0-r36h0357c0b_0.tar.bz2  5 years and 4 months ago 4436 main cf202003
conda 1.3 MB | linux-64/r-mice-3.7.0-r35h0357c0b_0.tar.bz2  5 years and 4 months ago 3553 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r36h796a38f_1.tar.bz2  5 years and 8 months ago 1430 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r35h796a38f_1.tar.bz2  5 years and 8 months ago 1400 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r36hf99fc2c_1.tar.bz2  5 years and 8 months ago 418 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r35hf99fc2c_1.tar.bz2  5 years and 8 months ago 378 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r36h0357c0b_1.tar.bz2  5 years and 8 months ago 4027 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r35h0357c0b_1.tar.bz2  5 years and 8 months ago 3991 main cf202003
conda 1.3 MB | osx-64/r-mice-3.6.0-r351hf99fc2c_0.tar.bz2  5 years and 9 months ago 353 main cf202003
conda 1.4 MB | win-64/r-mice-3.6.0-r351h796a38f_0.tar.bz2  5 years and 9 months ago 1388 main cf202003
conda 1.3 MB | linux-64/r-mice-3.6.0-r351h0357c0b_0.tar.bz2  5 years and 9 months ago 3986 main cf202003
conda 1.3 MB | osx-64/r-mice-3.5.0-r35hf99fc2c_0.tar.bz2  5 years and 9 months ago 373 main cf202003
conda 1.4 MB | win-64/r-mice-3.5.0-r35h796a38f_0.tar.bz2  5 years and 9 months ago 1399 main cf202003
conda 1.3 MB | linux-64/r-mice-3.5.0-r35h0357c0b_0.tar.bz2  5 years and 9 months ago 4011 main cf202003
conda 1.3 MB | osx-64/r-mice-3.4.0-r351h466af19_0.tar.bz2  6 years and 1 month ago 397 main cf202003
conda 1.4 MB | win-64/r-mice-3.4.0-r351h6115d3f_0.tar.bz2  6 years and 1 month ago 1559 main cf202003
conda 1.3 MB | linux-64/r-mice-3.4.0-r351h29659fb_0.tar.bz2  6 years and 1 month ago 4496 main cf202003
conda 1.4 MB | win-64/r-mice-3.3.0-r351h6115d3f_1001.tar.bz2  6 years and 3 months ago 1631 main cf202003 cf201901
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h466af19_1001.tar.bz2  6 years and 3 months ago 389 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h9d2a408_1.tar.bz2  6 years and 3 months ago 366 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351h9d2a408_1.tar.bz2  6 years and 3 months ago 4533 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351h29659fb_1001.tar.bz2  6 years and 3 months ago 4609 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351hfc679d8_0.tar.bz2  6 years and 4 months ago 379 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351hfc679d8_0.tar.bz2  6 years and 4 months ago 4740 main cf202003 cf201901
conda 1.3 MB | linux-64/r-mice-3.3.0-r351hf484d3e_1000.tar.bz2  6 years and 4 months ago 4602 main gcc7 cf202003
conda 1.3 MB | osx-64/r-mice-3.3.0-r351h0a44026_1000.tar.bz2  6 years and 4 months ago 350 main gcc7 cf202003
conda 1.0 MB | linux-64/r-mice-3.3.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 4830 main cf202003 cf201901
conda 1.0 MB | osx-64/r-mice-3.3.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 398 main cf202003 cf201901
conda 1.0 MB | osx-64/r-mice-3.2.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 373 main cf202003 cf201901
conda 1.0 MB | linux-64/r-mice-3.2.0-r341hfc679d8_0.tar.bz2  6 years and 8 months ago 5019 main cf202003 cf201901
conda 870.2 kB | osx-64/r-mice-2.46.0-r341hfc679d8_0.tar.bz2  6 years and 10 months ago 386 main cf202003 cf201901
conda 869.5 kB | linux-64/r-mice-2.46.0-r341hfc679d8_0.tar.bz2  6 years and 10 months ago 4952 main cf202003 cf201901

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