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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-staging / r-susier
Type Size Name Uploaded Downloads Labels
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_2.conda  7 months and 27 days ago 962 main
conda 1.9 MB | noarch/r-susier-0.12.35-r44hc72bb7e_2.conda  7 months and 27 days ago 1133 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_1.conda  1 year and 9 months ago 1769 main
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_1.conda  1 year and 9 months ago 1681 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_0.conda  2 years and 1 month ago 1586 main
conda 1.9 MB | noarch/r-susier-0.12.35-r41hc72bb7e_0.conda  2 years and 1 month ago 1580 main
conda 2.0 MB | noarch/r-susier-0.12.27-r42hc72bb7e_1.tar.bz2  2 years and 5 months ago 1531 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_1.tar.bz2  2 years and 5 months ago 1472 main
conda 2.0 MB | noarch/r-susier-0.12.27-r40hc72bb7e_0.tar.bz2  2 years and 6 months ago 1613 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_0.tar.bz2  2 years and 6 months ago 1576 main
conda 2.0 MB | noarch/r-susier-0.12.19-r41hc72bb7e_0.tar.bz2  2 years and 6 months ago 1631 main
conda 2.0 MB | noarch/r-susier-0.12.19-r40hc72bb7e_0.tar.bz2  2 years and 6 months ago 1654 main
conda 2.0 MB | noarch/r-susier-0.12.16-r40hc72bb7e_0.tar.bz2  2 years and 8 months ago 1896 main
conda 2.1 MB | noarch/r-susier-0.12.16-r41hc72bb7e_0.tar.bz2  2 years and 8 months ago 1926 main
conda 2.0 MB | noarch/r-susier-0.12.12-r40hc72bb7e_0.tar.bz2  2 years and 8 months ago 1886 main
conda 2.1 MB | noarch/r-susier-0.12.12-r41hc72bb7e_0.tar.bz2  2 years and 8 months ago 1917 main
conda 2.0 MB | noarch/r-susier-0.11.92-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 2151 main
conda 1.9 MB | noarch/r-susier-0.11.92-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 3533 main
conda 1.9 MB | noarch/r-susier-0.11.84-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 2059 main
conda 1.9 MB | noarch/r-susier-0.11.84-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 2071 main
conda 1.9 MB | noarch/r-susier-0.11.42-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2102 main
conda 2.0 MB | noarch/r-susier-0.11.42-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2447 main
conda 2.0 MB | noarch/r-susier-0.11.33-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2092 main
conda 1.9 MB | noarch/r-susier-0.11.33-r36hc72bb7e_0.tar.bz2  3 years and 9 months ago 2076 main
conda 1.9 MB | noarch/r-susier-0.11.33-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2065 main

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