Quantitude

S4E19 The Dark Art of Regression Diagnostics

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Feb 21, 2023
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ADVICE

Examine Your Data

  • Grad students should examine their data despite concerns about researcher degrees of freedom.
  • Not knowing your data can lead to replication problems.
INSIGHT

Anscombe's Quartet Lesson

  • Anscombe's Quartet demonstrates how different datasets can yield identical regression results.
  • This highlights the importance of examining data beyond summary statistics.
ADVICE

Check Model Assumptions

  • Understand the assumptions of your statistical model.
  • Use diagnostic measures to assess if these assumptions are met.
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