Paket: r-cran-mice (3.13.0-2)

[ Quellcode: r-cran-mice  ]

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.

Andere Pakete mit Bezug zu r-cran-mice

• dep: libc6 (>= 2.4)

  GNU-C-Bibliothek: Laufzeitbibliotheken
  auch ein virtuelles Paket, bereitgestellt durch libc6-udeb

• dep: libgcc-s1 (>= 3.5)

  GCC Support-Bibliothek

• dep: libstdc++6 (>= 5.2)

  GNU-Implementierung der Standard-C++-Bibliothek (Version 3)

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-base-core (>= 4.0.3-1)

  GNU R - System für statistische Berechnungen und Grafik - Kern

• dep: r-cran-broom

  convert statistical analysis objects into tidy data frames with GNU R

• dep: r-cran-cpp11

  C++11 interface for GNU R's C interface

• dep: r-cran-dplyr

  GNU R grammar of data manipulation

• dep: r-cran-generics

  GNU R common S3 generics not provided by base R methods

• dep: r-cran-lattice

  GNU-R-Paket für »Trellis«-Grafiken

• dep: r-cran-rcpp

  GNU-R-Paket für die nahtlose Verflechtung von R und C++

• dep: r-cran-rlang

  Functions for Base Types and Core R and 'Tidyverse' Features

• dep: r-cran-tidyr

  GNU R package to easily tidy data

• rec: r-cran-boot

  GNU R-Paket für bootstrapping-Funktionen von Davison und Hinkley

• rec: r-cran-broom.mixed

  GNU R tidying methods for mixed models

• rec: r-cran-clipr

  Read and Write from the System Clipboard

• rec: r-cran-forcats

  GNU R package for working with categorical variables (factors)

• rec: r-cran-haven

  GNU R package to import/export SPSS, Stata and SAS files

• rec: r-cran-hms

  Gnu R - hübsche Tageszeiten

• rec: r-cran-hsaur3

  Handbook of Statistical Analyses Using R (3rd Edition)

• rec: r-cran-jomo

  GNU R multilevel joint modelling multiple imputation

• rec: r-cran-lme4

  GNU-R-Paket zur Anpassung linearer Mixed-Effects-Modelle

• rec: r-cran-lmtest

  GNU R package for diagnostic checking in linear models

• rec: r-cran-mass

  GNU-R-Paket für MASS von Venables und Ripley

• rec: r-cran-matrix

  GNU R - Paket von Klassen für dicht und dünn besetzte Matrizen

• rec: r-cran-metafor

  Meta-Analysis Package for R

• rec: r-cran-minqa

  GNU R package for quadratic optimisation without derivatives

• rec: r-cran-mitml

  GNU R tools for multiple imputation in multilevel modeling

• rec: r-cran-nloptr

  GNU-R-Paket als Schnittstelle zu NLOpt

• rec: r-cran-nnet

  GNU-R-Paket für neuronale Feed-Forward-Netze

• rec: r-cran-numderiv

  GNU R package for accurate numerical derivatives

• rec: r-cran-ordinal

  GNU R regression models for ordinal data

• rec: r-cran-pan

  GNU R multiple imputation for multivariate panel or clustered data

• rec: r-cran-rcppeigen

  GNU R package for Eigen templated linear algebra

• rec: r-cran-readr

  GNU R package to read rectangular text data

• rec: r-cran-survival

  GNU-R-Paket für Ereigniszeitanalysen

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-ucminf

  GNU R general-purpose unconstrained non-linear optimization

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-randomforest

  GNU-R-Paket, das den Klassifikator Random Forest implementiert

• sug: r-cran-rmarkdown

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• sug: r-cran-rpart

  GNU-R-Paket für rekursive Partionierung und Regressionsbäume

r-cran-mice herunterladen

Download für alle verfügbaren Architekturen

Architektur	Paketgröße	Größe (installiert)	Dateien
armhf	1.286,8 kB	1.527,0 kB	[Liste der Dateien]