Chapter 6 Models for Inference

Intro TBA

6.1 The linear regression model conceptually

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6.2 Model Exploration

  • Examining data
  • Linearity
  • Transformations

6.2.1 Check Understanding

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6.3 Implementation and Interpretation

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6.3.1 Check Understanding

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6.4 Model Specification

  • What is specification
  • Specification tests
  • Model comparisons

6.4.1 Check Understanding

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6.5 Model Evaluation

  • Diagnostics
  • Learning from errors

6.5.1 Check Understanding

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6.6 Model Communication

  • Visualizing coefficients
  • Visualizting effects

6.6.1 Check Understanding

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6.7 Supplemental Material

  • Friends of the linear regression model