# Multiple linear regression

— PDF document, 266Kb |

Slide Name | Examples | Alternative | Details | Handout |
---|---|---|---|---|

Datasets | Examples | Alternative | Details | Handout |

Point estimation (with R) | Examples | Alternative | Details | Handout |

Interpreting coefficients | Examples | Alternative | Details | Handout |

$R^2$ | Examples | Alternative | Details | Handout |

P-values | Examples | Alternative | Details | Handout |

Building a model | Examples | Alternative | Details | Handout |

Stepwise linear regression | Examples | Alternative | Details | Handout |

Thou shalt not seek a model with a shotgun (the multiplicity issue) | Examples | Alternative | Details | Handout |

Multiplicity corrections | Examples | Alternative | Details | Handout |

Comparing nested models | Examples | Alternative | Details | Handout |

Comparing non-nested models | Examples | Alternative | Details | Handout |