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Paketti: r-cran-mice (3.14.0-1)

GNU R multivariate imputation by chained equations

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.

Muut pakettiin r-cran-mice liittyvät paketit

  • depends
  • recommends
  • suggests
  • dep: libc6 (>= 2.14) [amd64]
    GNU C Library: Shared libraries
    myös näennäispaketti, jonka toteuttaa libc6-udeb
    dep: libc6 (>= 2.17) [arm64, ppc64el]
    dep: libc6 (>= 2.4) [armhf]
  • dep: libgcc-s1 (>= 3.0) [ei armhf]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libstdc++6 (>= 5.2)
    GNU Standard C++ Library v3
  • dep: r-api-4.0
    näennäispaketti, jonka toteuttaa r-base-core
  • dep: r-base-core (>= 4.1.2-1ubuntu1)
    GNU R core of statistical computation and graphics system
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    C++11 interface for GNU R's C interface
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    GNU R grammar of data manipulation
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    GNU R common S3 generics not provided by base R methods
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    GNU R package for 'Trellis' graphics
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    GNU R package for Seamless R and C++ Integration
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    Functions for Base Types and Core R and 'Tidyverse' Features
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    GNU R package to easily tidy data
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    GNU R package to run code 'With' temporarily modified global state
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    GNU R package for bootstrapping functions from Davison and Hinkley
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    GNU R multiple imputation for multivariate panel or clustered data
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Imuroi r-cran-mice

Imurointi kaikille saataville arkkitehtuureille
Arkkitehtuuri Paketin koko Koko asennettuna Tiedostot
amd64 1,398.0 kt1686 kt [tiedostoluettelo]
arm64 1,393.6 kt1669 kt [tiedostoluettelo]
armhf 1,393.4 kt1637 kt [tiedostoluettelo]
ppc64el 1,404.0 kt1749 kt [tiedostoluettelo]