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Paketbeschreibung


Paketnamer-cran-amelia
BeschreibungGNU R package supporting multiple imputation of missing data
Archiv/RepositoryOffizielles Debian Archiv squeeze (main)
Version1.2-17-1
Sektiongnu-r
Prioritätoptional
Installierte Größe2564 Byte
Hängt ab vonr-base-core (>> 2.6.0), r-cran-foreign, bwidget
Empfohlene Pakete
PaketbetreuerChris Lawrence
Quelle
Paketgröße1571084 Byte
Prüfsumme MD5c69e73a47c2c1739ae47be64c651d341
Prüfsumme SHA1c4953e7aec2bb2952acfafe7e8e98c130fe222c8
Prüfsumme SHA256877c9bd7ac8299161051858135fe1e66a7e8ba5b54cce773de993ddfe8f2e228
Link zum Herunterladenr-cran-amelia_1.2-17-1_all.deb
Ausführliche BeschreibungAmelia 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 our 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.


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