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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-r43hc72bb7e_0.conda  2 months and 28 days ago 286 main
conda 1.9 MB | noarch/r-susier-0.14.2-r44hc72bb7e_0.conda  2 months and 28 days ago 330 main
conda 1.9 MB | noarch/r-susier-0.14.1-r44hc72bb7e_0.conda  2 months and 30 days ago 199 main
conda 1.9 MB | noarch/r-susier-0.14.1-r43hc72bb7e_0.conda  2 months and 30 days ago 207 main
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_2.conda  1 year and 1 month ago 1344 main
conda 1.9 MB | noarch/r-susier-0.12.35-r44hc72bb7e_2.conda  1 year and 1 month ago 210334 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_1.conda  2 years and 2 months ago 2183 main
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_1.conda  2 years and 2 months ago 1982 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_0.conda  2 years and 6 months ago 1905 main
conda 1.9 MB | noarch/r-susier-0.12.35-r41hc72bb7e_0.conda  2 years and 6 months ago 1917 main
conda 2.0 MB | noarch/r-susier-0.12.27-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 1828 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 1764 main
conda 2.0 MB | noarch/r-susier-0.12.27-r40hc72bb7e_0.tar.bz2  2 years and 11 months ago 1901 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_0.tar.bz2  2 years and 11 months ago 1857 main
conda 2.0 MB | noarch/r-susier-0.12.19-r41hc72bb7e_0.tar.bz2  3 years and 14 days ago 1922 main
conda 2.0 MB | noarch/r-susier-0.12.19-r40hc72bb7e_0.tar.bz2  3 years and 14 days ago 1957 main
conda 2.0 MB | noarch/r-susier-0.12.16-r40hc72bb7e_0.tar.bz2  3 years and 2 months ago 2194 main
conda 2.1 MB | noarch/r-susier-0.12.16-r41hc72bb7e_0.tar.bz2  3 years and 2 months ago 2229 main
conda 2.0 MB | noarch/r-susier-0.12.12-r40hc72bb7e_0.tar.bz2  3 years and 2 months ago 2197 main
conda 2.1 MB | noarch/r-susier-0.12.12-r41hc72bb7e_0.tar.bz2  3 years and 2 months ago 2211 main
conda 2.0 MB | noarch/r-susier-0.11.92-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2457 main
conda 1.9 MB | noarch/r-susier-0.11.92-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 3928 main
conda 1.9 MB | noarch/r-susier-0.11.84-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2354 main
conda 1.9 MB | noarch/r-susier-0.11.84-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2359 main
conda 1.9 MB | noarch/r-susier-0.11.42-r41hc72bb7e_0.tar.bz2  4 years and 2 months ago 2401 main

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