Skip to content
Sections
>> Trisquel >> Paketit >> aramo >> gnu-r >> r-cran-susier
[  aramo  ]
[ Source: r-cran-susier  ]

Paketti: r-cran-susier (0.11.92-1)

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).

Muut pakettiin r-cran-susier liittyvät paketit

  • depends
  • recommends
  • suggests
  • sug: caviar
    Paketti ei saatavilla
  • sug: finemap
    Paketti ei saatavilla
  • sug: r-cran-curl
    GNU R modern and flexible web client for 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

Imuroi r-cran-susier

Imurointi kaikille saataville arkkitehtuureille
Arkkitehtuuri Paketin koko Koko asennettuna Tiedostot
all 2,152.4 kt2828 kt [tiedostoluettelo]