All functions
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cred
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Estimate credible interval. |
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cytokine
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Cytokine signaling genes SNP annotation. |
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leukemia
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Expression levels recorded in leukemia patients. |
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normalizelogweights
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Compute normalized probabilities. |
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plot.varbvs
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Summarize variable selection results in a single plot. |
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predict.varbvs
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Make predictions from a model fitted by varbvs. |
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rand randn
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Return matrices of pseudorandom values. |
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subset.varbvs
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Select hyperparameter settings from varbvs analysis. |
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summary.varbvs print.summary.varbvs
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Summarize a fitted variable selection model. |
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varbvs-package
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Large-scale Bayesian variable selection using variational methods |
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varbvs
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Fit variable selection model using variational approximation methods. |
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varbvsbf bayesfactor
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Compute numerical estimate of Bayes factor. |
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varbvscoefcred
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Compute credible intervals for regression coefficients. |
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varbvsindep
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Compute posterior statistics, ignoring correlations. |
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varbvsmix
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Fit linear regression with mixture-of-normals priors using
variational approximation methods. |