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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-post-staging / r-susier
Type Size Name Uploaded Downloads Labels
conda 1.9 MB | noarch/r-susier-0.14.2-r45hc72bb7e_1.conda  5 days and 11 hours ago 43 main
conda 1.9 MB | noarch/r-susier-0.14.2-r44hc72bb7e_1.conda  5 days and 11 hours ago 43 main
conda 1.9 MB | noarch/r-susier-0.14.2-r43hc72bb7e_0.conda  3 months and 18 days ago 362 main
conda 1.9 MB | noarch/r-susier-0.14.2-r44hc72bb7e_0.conda  3 months and 18 days ago 405 main
conda 1.9 MB | noarch/r-susier-0.14.1-r44hc72bb7e_0.conda  3 months and 19 days ago 244 main
conda 1.9 MB | noarch/r-susier-0.14.1-r43hc72bb7e_0.conda  3 months and 19 days ago 250 main
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_2.conda  1 year and 2 months ago 1382 main
conda 1.9 MB | noarch/r-susier-0.12.35-r44hc72bb7e_2.conda  1 year and 2 months ago 210378 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_1.conda  2 years and 3 months ago 2257 main
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_1.conda  2 years and 3 months ago 2013 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_0.conda  2 years and 7 months ago 1939 main
conda 1.9 MB | noarch/r-susier-0.12.35-r41hc72bb7e_0.conda  2 years and 7 months ago 1963 main
conda 2.0 MB | noarch/r-susier-0.12.27-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1862 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 1795 main
conda 2.0 MB | noarch/r-susier-0.12.27-r40hc72bb7e_0.tar.bz2  3 years and 17 days ago 1936 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_0.tar.bz2  3 years and 17 days ago 1888 main
conda 2.0 MB | noarch/r-susier-0.12.19-r41hc72bb7e_0.tar.bz2  3 years and 1 month ago 1953 main
conda 2.0 MB | noarch/r-susier-0.12.19-r40hc72bb7e_0.tar.bz2  3 years and 1 month ago 1985 main
conda 2.0 MB | noarch/r-susier-0.12.16-r40hc72bb7e_0.tar.bz2  3 years and 2 months ago 2224 main
conda 2.1 MB | noarch/r-susier-0.12.16-r41hc72bb7e_0.tar.bz2  3 years and 2 months ago 2263 main
conda 2.0 MB | noarch/r-susier-0.12.12-r40hc72bb7e_0.tar.bz2  3 years and 2 months ago 2226 main
conda 2.1 MB | noarch/r-susier-0.12.12-r41hc72bb7e_0.tar.bz2  3 years and 2 months ago 2245 main
conda 2.0 MB | noarch/r-susier-0.11.92-r40hc72bb7e_0.tar.bz2  3 years and 10 months ago 2490 main
conda 1.9 MB | noarch/r-susier-0.11.92-r41hc72bb7e_0.tar.bz2  3 years and 10 months ago 3977 main
conda 1.9 MB | noarch/r-susier-0.11.84-r41hc72bb7e_0.tar.bz2  3 years and 10 months ago 2382 main

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