Package: r-cran-susier (0.12.35+dfsg-1)
Links for r-cran-susier
Debian Resources:
Download Source Package r-cran-susier:
- [r-cran-susier_0.12.35+dfsg-1.dsc]
- [r-cran-susier_0.12.35+dfsg.orig.tar.xz]
- [r-cran-susier_0.12.35+dfsg-1.debian.tar.xz]
Maintainers:
External Resources:
- Homepage [cran.r-project.org]
Similar packages:
GNU R 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).
Other Packages Related to r-cran-susier
|
|
|
|
-
- dep: python3
- interactive high-level object-oriented language (default python3 version)
-
- dep: r-api-4.0
- virtual package provided by r-base-core
-
- dep: r-base-core (>= 4.2.2.20221110-2)
- nocciolo del sistema per calcoli e grafici statistici GNU R
-
- dep: r-cran-crayon
- output in terminale colorato per GNU R
-
- dep: r-cran-ggplot2
- implementazione di Grammar of Graphics
-
- dep: r-cran-matrix
- pacchetto GNU R di classi per matrici dense e sparse
-
- dep: r-cran-matrixstats
- metodi GNU R che si applicano a righe e colonne di una matrice
-
- dep: r-cran-mixsqp
- Quadratic Programming for Estimation of Mixture Proportions
-
- dep: r-cran-reshape
- riorganizza in modo flessibile i dati
-
- rec: r-cran-testthat
- suite di test di GNU R
-
- sug: caviar
- Package not available
-
- sug: finemap
- Package not available
-
- sug: r-cran-cowplot
- tema snellito per grafici e annotazioni per grafici per "ggplot2" di GNU R
-
- sug: r-cran-curl
- client web moderno e flessibile per GNU R
-
- sug: r-cran-knitr
- GNU R package for dynamic report generation using Literate Programming
-
- sug: r-cran-rmarkdown
- convert R markdown documents into a variety of formats
Download r-cran-susier
Architecture | Package Size | Installed Size | Files |
---|---|---|---|
all | 1,753.0 kB | 1,944.0 kB | [list of files] |