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The correct answer is Option C.
There are four possible outcomes when we test a null hypothesis:
- We reject a false null hypothesis. This is a correct decision.
- We reject a true null hypothesis. This is called a Type I error.
- We do not reject a false null hypothesis. This is called a Type II error.
- We do not reject a true null hypothesis. This is a correct decision.