gnu: Add r-mice.
* gnu/packages/cran.scm (r-mice): New variable.
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@ -1313,3 +1313,39 @@ Jaro-Winkler). An implementation of soundex is provided as well. Distances
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can be computed between character vectors while taking proper care of encoding
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can be computed between character vectors while taking proper care of encoding
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or between integer vectors representing generic sequences.")
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or between integer vectors representing generic sequences.")
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(license license:gpl3+)))
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(license license:gpl3+)))
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(define-public r-mice
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(package
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(name "r-mice")
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(version "2.46.0")
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(source
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(origin
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(method url-fetch)
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(uri (cran-uri "mice" version))
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(sha256
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(base32
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"1gjvlk67zvgipfczsca8zqk97vg3sivv82hblsdwp14s7smhjcax"))))
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(build-system r-build-system)
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(propagated-inputs
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`(("r-lattice" ,r-lattice)
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("r-mass" ,r-mass)
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("r-nnet" ,r-nnet)
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("r-rcpp" ,r-rcpp)
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("r-rpart" ,r-rpart)
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("r-survival" ,r-survival)))
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(home-page "https://cran.r-project.org/web/packages/mice/")
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(synopsis "Multivariate imputation by chained equations")
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(description
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"Multiple imputation using @dfn{Fully Conditional Specification} (FCS)
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implemented by the MICE algorithm as described in @url{Van Buuren and
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Groothuis-Oudshoorn (2011), http://doi.org/10.18637/jss.v045.i03}. Each
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variable has its own imputation model. Built-in imputation models are
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provided for continuous data (predictive mean matching, normal), binary
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data (logistic regression), unordered categorical data (polytomous logistic
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regression) and ordered categorical data (proportional odds). MICE can also
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impute continuous two-level data (normal model, pan, second-level variables).
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Passive imputation can be used to maintain consistency between variables.
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Various diagnostic plots are available to inspect the quality of the
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imputations.")
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;; Any of these two versions.
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(license (list license:gpl2 license:gpl3))))
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