About Anaconda Help Download Anaconda

conda-forge / packages / r-susier 0.12.35

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).

copied from cf-staging / r-susier

Installers

  • noarch v0.12.35

conda install

To install this package run one of the following:
conda install conda-forge::r-susier

Description


© 2024 Anaconda, Inc. All Rights Reserved. (v4.0.6) Legal | Privacy Policy