パッケージ: r-cran-mcmcpack (1.5-0-1)
r-cran-mcmcpack に関するリンク
Debian の資源:
r-cran-mcmcpack ソースパッケージをダウンロード:
- [r-cran-mcmcpack_1.5-0-1.dsc]
- [r-cran-mcmcpack_1.5-0.orig.tar.gz]
- [r-cran-mcmcpack_1.5-0-1.debian.tar.xz]
メンテナ:
外部の資源:
- ホームページ [cran.r-project.org]
類似のパッケージ:
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.
その他の r-cran-mcmcpack 関連パッケージ
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- dep: libc6 (>= 2.29)
- GNU C ライブラリ: 共有ライブラリ
以下のパッケージによって提供される仮想パッケージでもあります: libc6-udeb
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- dep: libgcc-s1 (>= 3.0)
- GCC 共有ライブラリ
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- dep: libstdc++6 (>= 9)
- GNU 標準 C++ ライブラリ v3
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- dep: r-api-4.0
- 以下のパッケージによって提供される仮想パッケージです: r-base-core
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- dep: r-base-core (>= 4.0.3-1)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-coda (>= 0.11-3)
- R による MCMC シミュレーション用出力分析および診断
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- dep: r-cran-lattice
- 'Trellis' グラフィック用 GNU R パッケージ
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- dep: r-cran-mass
- GNU R package of Venables and Ripley's MASS
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- dep: r-cran-mcmc
- GNU R package for Markov Chain Monte Carlo simulations
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- dep: r-cran-quantreg
- GNU R package for quantile regression