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 |

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