Paket: r-cran-amelia (1.7.5-1 och andra)

[ Källkod: 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.

Andra paket besläktade med r-cran-amelia

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  eller libblas.so.3

  virtuellt paket som tillhandahålls av libatlas3-base, libblas3, libblis2-openmp, libblis2-pthread, libblis2-serial, libopenblas-base

• dep: libc6 (>= 2.4)

  GNU C-bibliotek: Delade bibliotek
  också ett virtuellt paket som tillhandahålls av libc6-udeb

• dep: libgcc1 (>= 1:3.0)

  GCC stödbibliotek

• dep: libgfortran5 (>= 8)

  Runtime library for GNU Fortran applications

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  eller liblapack.so.3

  virtuellt paket som tillhandahålls av libatlas3-base, liblapack3, libopenblas-base

• dep: libquadmath0 (>= 4.6)

  GCC Quad-Precision Math Library

• dep: libstdc++6 (>= 5.2)

  GNU standardbibliotek v3 för C++

• dep: r-api-3.5

  virtuellt paket som tillhandahålls av r-base-core

• dep: r-base-core (>= 3.5.1-1)

  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

• sug: r-cran-zelig

  GNU R package providing a unified front-end for estimating statistical models

Hämta r-cran-amelia

Hämtningar för alla tillgängliga arkitekturer

Arkitektur	Version	Paketstorlek	Installerad storlek	Filer
i386	1.7.5-1+b2	1.199,3 kbyte	1.608,0 kbyte	[filförteckning]