パッケージ: r-cran-susier (0.11.92-1)
r-cran-susier に関するリンク
Trisquel の資源:
r-cran-susier ソースパッケージをダウンロード:
- [r-cran-susier_0.11.92-1.dsc]
- [r-cran-susier_0.11.92.orig.tar.gz]
- [r-cran-susier_0.11.92-1.debian.tar.xz]
メンテナ:
Original Maintainers:
- Debian R Packages Maintainers
- Steffen Moeller
外部の資源:
- ホームページ [cran.r-project.org]
類似のパッケージ:
Sum of Single Effects Linear Regression
Implements methods for variable selection in linear regression based on the "Sum of Single Effects" (SuSiE) model, as described in Wang et al (2020) <DOI:10.1101/501114>. These methods provide simple summaries, called "Credible Sets", for accurately quantifying uncertainty in which variables should be selected. The methods are motivated by genetic fine-mapping applications, and are particularly well-suited to settings where variables are highly correlated and detectable effects are sparse. The fitting algorithm, a Bayesian analogue of stepwise selection methods called "Iterative Bayesian Stepwise Selection" (IBSS), is simple and fast, allowing the SuSiE model be fit to large data sets (thousands of samples and hundreds of thousands of variables).
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