All functions |
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Extending Lasso Model Fitting to Big Data |
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Fit lasso penalized regression path for big data |
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Direct interface to biglasso fitting, no preprocessing |
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Direct interface to biglasso fitting, no preprocessing, path version |
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Gene expression data from colon-cancer patients |
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Cross-validation for biglasso |
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Plot coefficients from a "biglasso" object |
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Plots the cross-validation curve from a "cv.biglasso" object |
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Plot coefficients from a "mbiglasso" object |
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Model predictions based on a fitted |
Model predictions based on a fitted |
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Set up design matrix X by reading data from big data file |
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Summarizing inferences based on cross-validation |