All functions |
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Efficient Parameter Selection via Global Optimization |
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Predictive partial log-likelihood for glmnet Cox PH model fit |
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function to highlight the path of a pre-specified set of variables within the coefficient path |
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Plot method for prediction error curves of a peperr object |
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Determine the area under the ROC curve for a fitted model |
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Function producing stratified/ balanced folds for cross validation |
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Get coefficients for a model |
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Interface for determination of penalty lambda in penalized regression model via cross-validation |
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Interface function for fitting a penalized regression model with |
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function to plot a stability path |
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Plot Summary object for interval search models |
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Extract predicted survival probabilities from a glmnet fit |
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Extract predicted survival probabilities from a glmnet fit |
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Stability path for glmnet models |
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function to estimate a stable set of variables |
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Summary method for interval search models |
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Wrapper function for |