Functions for Teaching Statistical Modeling

AARP | Prices for life insurance |

Alder | Nitrogen fixing by alder plants |

Birth_weight | Birth weights and maternal data |

College_grades | Grades at a small college |

collinearity | Calculate measures of collinearity |

Crime | Data from the US FBI Uniform Crime Report, 1960 |

cv_pred_error | Compare models with k-fold cross-validation |

effect_size | Calculate effect sizes in a model |

ensemble | Create bootstrapped ensembles of a model |

evaluate_model | Evaluate a model for specified inputs |

extract_from_model | Extract component parts of models |

fmodel | Plot out model values |

gf_functions | gf_ plotting functions |

gmodel | Graph the function implicit in a model |

HDD_Minneapolis | Heating degree days in Minneapolis, Minnesota, USA |

Houses_for_sale | Houses for sale |

Mussels | Metabolism of zebra mussels |

NCI60_snippet | Gene expression in cancer cells. |

Oil_history | Historical production of crude oil, worldwide 1880-2014 |

reference_values | Compute sensible values from a data set for use as a baseline |

Runners | Performance of runners in a ten-mile race as they age |

School_data | Simulated data bearing on school vouchers |

Tadpoles | Swimming speed of tadpoles. |

train | Training statistical models |

Trucking_jobs | Earnings of workers at a trucking company. |

typical_levels | Find typical levels of explanatory variables in a... |

Used_Fords | Prices of used Ford automobiles in 2009 |

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