Man pages for sahirbhatnagar/shim
High Dimensional Interactions with an Environment Variable
| coef.cv.shim | Make predictions from a "cv.shim" object |
| convert | Convert alphas to gammas |
| convert2 | Convert gammas to alphas |
| createfolds | Create CV Folds |
| cv_lspath | Compute cross validation error |
| cv.shim | Cross-validation for shim |
| eclust-internal | Internal eclust functions |
| lambda_sequence | Calculate Sequence of Tuning Parameters |
| lspath | Gaussian Response fitting function |
| lspathWarmStarts | Gaussian Response fitting function with warm starts |
| plotCoefShim | Plot the coefficient plot produced by shim |
| plot.cv.shim | Plot the cross-validation curve produced by cv.shim |
| plot.shim | Plot Method for shim function |
| predict.shim | Make predictions from a shim object |
| print.shim | Print Method for shim function |
| Q_theta | Likelihood function |
| ridge_weights | Calculate Adaptive Weights based on Ridge Regression |
| shim | Fit Strong Heredity Interaction Model |
| shim_once | Fit Strong Heredity model with one iteration |
| soft | Soft Thresholding Function |
| standardize | Standardize Data |
| uni_fun | Univariate regressions |
| update_weights | Update Weights based on betas and gammas. |
| xtilde | Calculate working X's to update Gammas. |
| xtilde_mod | Calculate working X's to update Betas |
