## Regression Analysis: A Constructive Critique
"An interesting and lively text, rich in practical wisdom, written for people who do empirical work in the social sciences and their graduate students." --David A. Freedman, |

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### Contents

Regression Analysis as Problematic | 1 |

Chapter 2 A Grounded Introduction to Regression Analysis | 5 |

Chapter 3 Simple Linear Regression | 21 |

Chapter 4 Statistical Inference for Simple Linear Regression | 39 |

Chapter 5 Causal Inference for the Simple Linear Model | 81 |

Chapter 6 The Formalities of Multiple Regression | 103 |

Chapter 7 Using and Interpreting Multiple Regression | 111 |

Chapter 8 Some Popular Extensions of Multiple Regression | 125 |

Chapter 9 Some Regression Diagnostics | 151 |

Chapter 10 Further Extensions of Regression Analysis | 171 |

Chapter 11 What to Do | 203 |

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About the Author | 259 |