Пакунок: r-cran-amelia (1.8.1-1)

[ Source: 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.

Інші пакунки пов'язані з r-cran-amelia

• dep: libblas3

  Реалізації основних підпрограм лінійної алгебри (колективна бібліотека)

  or libblas.so.3

  virtual package provided by libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.4)

  Бібліотека GNU C: спільні бібліотеки
  also a virtual package provided by libc6-udeb

• dep: libgcc-s1 (>= 3.0)

  Допоміжна бібліотека GCC

• dep: liblapack3

  Бібліотека підпрограм лінійної алгебри вер. 3 — колективна версія

  or liblapack.so.3

  virtual package provided by libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 9)

  Стандартна бібліотека C++ GNU, версії 3

• dep: r-api-4.0

  virtual package provided by r-base-core

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

  GNU R core of statistical computation and graphics system

• dep: r-cran-foreign

  GNU R package to read/write data from other stat. systems

• dep: r-cran-rcpp (>= 0.11)

  GNU R package for Seamless R and C++ Integration

• 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

  convert R markdown documents into a variety of formats

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