Balík: r-cran-amelia (1.8.1-1)

[ Zdroj: 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.

Ostatné balíky súvisiace s balíkom r-cran-amelia

• dep: libblas3

  referenčné implementácie základnej lineárnej algebry - zdieľaná knižnica

  alebo libblas.so.3

  virtuálny balík poskytovaný balíkom libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.4)

  knižnica GNU C - zdieľané knižnice
  tiež virtuálny balík poskytovaný balíkom libc6-udeb

• dep: libgcc-s1 (>= 3.0)

  podporná knižnica GCC

• dep: liblapack3

  knižnica rutín lineárnej algebry, verzia 3 - zdieľaná knižnica

  alebo liblapack.so.3

  virtuálny balík poskytovaný balíkom libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 9)

  štandardná knižnica C++ GNU v3

• dep: r-api-4.0

  virtuálny balík poskytovaný balíkom r-base-core

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

  jadro GNU R na štatistické výpočty a grafický systém

• dep: r-cran-foreign

  balík GNU R na čítanie/zápis dát z/do iných štat. systémov

• dep: r-cran-rcpp (>= 0.11)

  balík GNU R na hladkú integráciu R a 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

  balík GNU R na dynamickú tvorbu zostáv pomocou Literate Programming

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

Stiahnuť r-cran-amelia

Stiahnuť pre všetky dostupné architektúry

Architektúra	Veľkosť balíka	Nainštalovaná veľkosť	Súbory
mipsel	1,389.3 kB	2,284.0 kB	[zoznam súborov]