fisherTransform |
Calculate Fisher's Z Transformation for Correlations |

plot.eclust |
Plot Heatmap of Cluster Summaries by Exposure Status |

plot.similarity |
Function to generate heatmap |

r_cluster_data |
Cluster data using environmental exposure |

r_prepare_data |
Prepare data for regression routines |

simdata |
Simulated Data with Environment Dependent Correlations |

s_generate_data |
Generate linear response data and test and training sets for simulation study |

s_generate_data_mars |
Generate non linear response and test and training sets for non-linear simulation study |

s_mars_clust |
Fit MARS Models on Simulated Cluster Summaries |

s_mars_separate |
Fit Multivariate Adaptive Regression Splines on Simulated Data |

s_modules |
Simulate Covariates With Exposure Dependent Correlations |

s_pen_clust |
Fit Penalized Regression Models on Simulated Cluster Summaries |

s_pen_separate |
Fit Penalized Regression Models on Simulated Data |

s_response |
Generate True Response vector for Linear Simulation |

s_response_mars |
Generate True Response vector for Non-Linear Simulation |

tcgaov |
Subset of TCGA mRNA Ovarian serous cystadenocarcinoma data |

u_cluster_similarity |
Cluster similarity matrix |

u_extract_selected_earth |
Get selected terms from an earth object |

u_extract_summary |
Calculates cluster summaries |

u_fisherZ |
Calculate Fisher's Z Transformation for Correlations |