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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 12 days ago 923 main
conda 1.9 MB | noarch/r-susier-0.12.35-r44hc72bb7e_2.conda  7 months and 12 days ago 1082 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_1.conda  1 year and 8 months ago 1733 main
conda 1.9 MB | noarch/r-susier-0.12.35-r43hc72bb7e_1.conda  1 year and 8 months ago 1634 main
conda 1.9 MB | noarch/r-susier-0.12.35-r42hc72bb7e_0.conda  2 years and 13 days ago 1558 main
conda 1.9 MB | noarch/r-susier-0.12.35-r41hc72bb7e_0.conda  2 years and 13 days ago 1550 main
conda 2.0 MB | noarch/r-susier-0.12.27-r42hc72bb7e_1.tar.bz2  2 years and 4 months ago 1502 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_1.tar.bz2  2 years and 4 months ago 1447 main
conda 2.0 MB | noarch/r-susier-0.12.27-r40hc72bb7e_0.tar.bz2  2 years and 5 months ago 1587 main
conda 2.0 MB | noarch/r-susier-0.12.27-r41hc72bb7e_0.tar.bz2  2 years and 5 months ago 1549 main
conda 2.0 MB | noarch/r-susier-0.12.19-r41hc72bb7e_0.tar.bz2  2 years and 6 months ago 1600 main
conda 2.0 MB | noarch/r-susier-0.12.19-r40hc72bb7e_0.tar.bz2  2 years and 6 months ago 1628 main
conda 2.0 MB | noarch/r-susier-0.12.16-r40hc72bb7e_0.tar.bz2  2 years and 8 months ago 1871 main
conda 2.1 MB | noarch/r-susier-0.12.16-r41hc72bb7e_0.tar.bz2  2 years and 8 months ago 1901 main
conda 2.0 MB | noarch/r-susier-0.12.12-r40hc72bb7e_0.tar.bz2  2 years and 8 months ago 1860 main
conda 2.1 MB | noarch/r-susier-0.12.12-r41hc72bb7e_0.tar.bz2  2 years and 8 months ago 1887 main
conda 2.0 MB | noarch/r-susier-0.11.92-r40hc72bb7e_0.tar.bz2  3 years and 3 months ago 2126 main
conda 1.9 MB | noarch/r-susier-0.11.92-r41hc72bb7e_0.tar.bz2  3 years and 3 months ago 3493 main
conda 1.9 MB | noarch/r-susier-0.11.84-r41hc72bb7e_0.tar.bz2  3 years and 3 months ago 2033 main
conda 1.9 MB | noarch/r-susier-0.11.84-r40hc72bb7e_0.tar.bz2  3 years and 3 months ago 2045 main
conda 1.9 MB | noarch/r-susier-0.11.42-r41hc72bb7e_0.tar.bz2  3 years and 8 months ago 2078 main
conda 2.0 MB | noarch/r-susier-0.11.42-r40hc72bb7e_0.tar.bz2  3 years and 8 months ago 2417 main
conda 2.0 MB | noarch/r-susier-0.11.33-r41hc72bb7e_0.tar.bz2  3 years and 8 months ago 2065 main
conda 1.9 MB | noarch/r-susier-0.11.33-r36hc72bb7e_0.tar.bz2  3 years and 9 months ago 2050 main
conda 1.9 MB | noarch/r-susier-0.11.33-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2040 main

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