## 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

Simple Linear Regression | 21 |

Statistical Inference for Simple Linear Regression | 39 |

Generated by Random Sampling From a Population | 44 |

Causal Inference for the Simple Linear Model | 81 |

The Formalities of Multiple Regression | 103 |

Using and Interpreting Multiple Regression | 111 |

Some Popular Extensions of Multiple Regression | 125 |

Some Regression Diagnostics | 151 |

Further Extensions of Regression Analysis | 171 |

What to Do | 203 |

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About the Author | 259 |