ahm |
This is one of the main functions. The function ahm computes the proposed additive heredity model. |

check_col_correlation |
Check column correlations |

coating |
Photoresist-coating experiment data |

coef.ahm |
Coefficient method for the fitted ahm object |

coef.cv.ahm |
Coefficient method for the fitted cv.ahm object |

compute_aicc |
compute AICc |

cv.ahm |
This is one of the main functions. It perform the cross validation on ahm models to select the optimal setting of hyper parameter h |

design_simplex_centroid_design_3_major_component |
Design points for the simplex centroid design with 3 components |

enlist |
Create a list |

expand_interactions |
Expand the interaction terms for each subset group, say x11, x12, or c1, c2, c3 |

find_condition_num |
Compute the conditional number of design matrix |

mapping_function |
Mapping_function is a function to add the functional coefficients of major components in front of minor components terms |

mymaximin |
The mymaximin function generates the matrix of maximin design points. It uses the simplex centroid design as the base design, then in a stochastics way sample the candidate design points generated by the function partition. |

predict.ahm |
Predict method for the fitted ahm object |

predict.cv.ahm |
Predict method for the fitted cv.ahm object |

pringles_candidates2search |
The candidate search points in the nonlinear optimization for the optimal value in the Pringles experiment |

pringles_fat |
Pringles experiment data set with the percent of Fat as the response |

pringles_hardness |
Pringles experiment data set with the Hardness as the response |

summary.ahm |
Summary method for the fitted ahm object |