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MMLU-Pro / 8667 / Which of the following is a correct statement?

Problem

Answer published by the source. Consult the official source to check your work against its answer.

question

Which of the following is a correct statement?

category

math

options

  1. The probability of a Type II error does not depend on the probability of a Type I error.
  2. The probability of a Type II error is always equal to the significance level α.
  3. When you choose a significance level α, you're setting the probability of a Type I error to exactly α.
  4. In conducting a hypothesis test, it is possible to simultaneously make both a Type I and a Type II error.
  5. If you increase the sample size, the probability of a Type I error decreases.
  6. A Type I error will result if one incorrectly assumes the data are normally distributed.
  7. The probability of a Type I error does not depend on the probability of a Type II error.
  8. A Type II error will result if one incorrectly assumes the data are normally distributed.
  9. A Type I error is less serious than a Type II error.
  10. A Type II error is always less likely to occur than a Type I error.

src

ori_mmlu-high_school_statistics

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Source and history

upstream_id / Original problem ID
8667
task_id
ea8e6380-1741-5cd8-88aa-74ba4fa6e27c
task_key
default--test--8667
task_revision_id
1
config / split
default / test

Official source

initial import