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9.2 Outcomes and the Type I and Type II Errors

The two ways a decision can be wrong, stating each in plain words for the situation at hand, and the probabilities alpha and beta attached to them.

Introductory Statistics 2e, 9.2 Outcomes and the Type I and Type II Errors

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8 exercises

9.2 Exercise 5

The mean price of mid-sized cars in a region is $32,000. A test is conducted to see if the claim is true. State the Type I and Type II errors in complete sentences.

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9.2 Exercise 7

For Exercise 9.12, what are α and β in words?

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9.2 Exercise 9

A group of doctors is deciding whether or not to perform an operation. Suppose the null hypothesis, H0, is: the surgical procedure will go well. State the Type I and Type II errors in complete sentences.

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9.2 Exercise 11

The power of a test is 0.981. What is the probability of a Type II error?

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9.2 Exercise 13

A microbiologist is testing a water sample for E-coli. Suppose the null hypothesis, H0, is: the sample does not contain E-coli. The probability that the sample does not contain E-coli, but the microbiologist thinks it does is 0.012. The probability that the sample does contain E-coli, but the microbiologist thinks it does not is 0.002. What is the power of this test?

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9.2 Exercise 15

State the Type I and Type II errors in complete sentences given the following statements.

  1. The mean number of years Americans work before retiring is 34.
  2. At most 60% of Americans vote in presidential elections.
  3. The mean starting salary for San Jose State University graduates is at least $100,000 per year.
  4. Twenty-nine percent of high school seniors get drunk each month.
  5. Fewer than 5% of adults ride…
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9.2 Exercise 17

When a new drug is created, the pharmaceutical company must subject it to testing before receiving the necessary permission from the Food and Drug Administration (FDA) to market the drug. Suppose the null hypothesis is “the drug is unsafe.” What is the Type II Error?

  1. To conclude the drug is safe when in, fact, it is unsafe.
  2. Not to conclude the drug is safe when, in fact, it is safe.
  3. To conclude t…
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9.2 Exercise 19

It is believed that Lake Tahoe Community College (LTCC) Intermediate Algebra students get less than seven hours of sleep per night, on average. A survey of 22 LTCC Intermediate Algebra students generated a mean of 7.24 hours with a standard deviation of 1.93 hours. At a level of significance of 5%, do LTCC Intermediate Algebra students get less than seven hours of sleep per night, on average?

The…

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Adapted from Introductory Statistics 2e © 2023 Rice University. Licensed under CC BY 4.0. Source: Introductory Statistics 2e. Imported at revision 50ec917.