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Type 1 and Type 2 Error (Topic 6.7)

Chapter 9 - Day 9

Learning Targets
  • Interpret a Type I and a Type II error in context. Give a consequence of each error in a given setting.

Activity: Should Rockford Switch to Bottled Water?
Answer Key:

This Activity is based on a real event that happened in a town close to the high school where TheStatsMedics teach. Many of our students were aware of the water pollution and this made the lesson relevant for students.

Experience First, Formalize Later

In this Activity, students get to grapple with the potential consequences of using significance tests to make decisions, but without all the formal vocabulary. In the debrief, we formalize the learning by introducing the language of Type 1 and Type 2 errors and also showing them this table:

As a preview of what will come later in Lesson 9.3, you can inform students that the “Correct conclusion” in the top right corner of this table is the power of the significance test. Students always ask what we call the “Correct conclusion” in the lower left of the chart. We tell them that this is the agility of the test (yes, we made this up).

Joint Probability or Conditional Probability

When we start talking about the probability of making a Type 1 or Type 2 error (and later power), it is important to clarify a common misconception. These probabilities are NOT joint probabilities, they are CONDITIONAL probabilities.



Luke's Lesson Notes

Here is a brief video highlighting some key information to help you prepare to teach this lesson.

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