Paket: r-cran-amelia (1.8.1-1)

[ Quellcode: r-cran-amelia  ]

GNU R package supporting multiple imputation of missing data

Amelia II "multiply imputes" missing data in a single cross-section (such as a survey), from a time series (like variables collected for each year in a country), or from a time-series-cross-sectional data set (such as collected by years for each of several countries). Amelia II implements a bootstrapping-based algorithm that gives essentially the same answers as the standard IP or EMis approaches, is usually considerably faster than existing approaches and can handle many more variables.

The program also generalizes existing approaches by allowing for trends in time series across observations within a cross-sectional unit, as well as priors that allow experts to incorporate beliefs they have about the values of missing cells in their data. Amelia II also includes useful diagnostics of the fit of multiple imputation models. The program works from the R command line or via a graphical user interface that does not require users to know R.

Andere Pakete mit Bezug zu r-cran-amelia

• dep: libblas3

  Grundlegende Unterprogramme für Lineare Algebra, gemeinsame Bibliothek

  oder libblas.so.3

  virtuelles Paket, bereitgestellt durch libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.4)

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

• dep: libgcc-s1 (>= 3.0)

  GCC Support-Bibliothek

• dep: liblapack3

  Bibliothek von Routinen für Lineare Algebra (3) - gemeinsame Version

  oder liblapack.so.3

  virtuelles Paket, bereitgestellt durch libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 9)

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

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-base-core (>= 4.2.2.20221110-1)

  GNU R - System für statistische Berechnungen und Grafik - Kern

• dep: r-cran-foreign

  GNU-R-Paket zum Lesen/Schreiben von anderen Statistiksystemen

• dep: r-cran-rcpp (>= 0.11)

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

• dep: r-cran-rcpparmadillo

  GNU R package for Armadillo C++ linear algebra library

• dep: r-cran-rlang

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

• sug: r-cran-broom

  convert statistical analysis objects into tidy data frames with GNU R

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-rmarkdown

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

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Architektur	Paketgröße	Größe (installiert)	Dateien
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