Generalized Linear Models with Truncated Lasso Penalty
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Documentation for package ‘glmtlp’ version 2.0.1
Help Pages
| bin_data | A simulated binomial data set. |
| coef.cv.glmtlp | Predict Method for a "cv.glmtlp" Object. |
| coef.glmtlp | Predict Method for a "glmtlp" Object |
| cv.glmtlp | Cross-validation for glmtlp |
| gau_data | A simulated gaussian data set. |
| gen.binomial.data | Simulate a binomial data set |
| gen.gaussian.data | Simulate a gaussian data set |
| glmtlp | Fit a GLM with L0, L1, or TLP Penalization |
| plot.cv.glmtlp | Plot Method for a "cv.glmtlp" Object |
| plot.glmtlp | Plot Method for a "glmtlp" Object |
| predict.cv.glmtlp | Predict Method for a "cv.glmtlp" Object. |
| predict.glmtlp | Predict Method for a "glmtlp" Object |
| setup_lambda | Generate lambda sequence. |