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[ 原始碼: r-cran-mcmcpack  ]

套件:r-cran-mcmcpack(1.6-3-1)

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R routines for Markov chain Monte Carlo model estimation

This is a set of routines for GNU R that implement various statistical and econometric models using Markov chain Monte Carlo (MCMC) estimation, which allows "solving" models that would otherwise be intractable with traditional techniques, particularly problems in Bayesian statistics (where one or more "priors" are used as part of the estimation procedure, instead of an assumption of ignorance about the "true" point estimates), although MCMC can also be used to solve frequentist statistical problems with uninformative priors. MCMC techniques are also preferable over direct estimation in the presence of missing data.

Currently implemented are a number of ecological inference (EI) routines (for estimating individual-level attributes or behavior from aggregate data, such as electoral returns or census results), as well as models for traditional linear panel and cross-sectional data, some visualization routines for EI diagnostics, two item-response theory (or ideal-point estimation) models, metric, ordinal, and mixed-response factor analysis, and models for Gaussian (linear) and Poisson regression, logistic regression (or logit), and binary and ordinal-response probit models.

The suggested packages (r-cran-bayesm, -eco, and -mnp) contain additional models that may also be useful for those interested in this package.

標籤: 軟體開發: GNU 開發, 函式庫, 領域: 統計學, 實做語言: implemented-in::r, role::app-data, 應用程式集: GNU

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下載 r-cran-mcmcpack

下載可用於所有硬體架構的
硬體架構 套件大小 安裝後大小 檔案
amd64 1,840。9 kB3,886。0 kB [檔案列表]
arm64 1,693。1 kB3,246。0 kB [檔案列表]
armel 1,775。5 kB3,867。0 kB [檔案列表]
armhf 1,710。0 kB2,828。0 kB [檔案列表]
i386 1,810。7 kB4,095。0 kB [檔案列表]
mips64el 1,662。2 kB3,870。0 kB [檔案列表]
mipsel 1,687。4 kB3,986。0 kB [檔案列表]
ppc64el 1,776。9 kB3,894。0 kB [檔案列表]
s390x 1,693。0 kB3,657。0 kB [檔案列表]