Type I and Type II errors

There are two types of errors:

  • Type I Error: In this type of error, we reject H0 when, in fact, H0 is true. An example of this would be a jury convicting an innocent person for a crime that the person did not commit.
  • Type II Error: In this type of error, we fail to reject H0 when, in fact, H1 is true. This is equivalent to a guilty person escaping conviction.

Here's a table showing null hypothesis conditions leading to an error:

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