We conclude one of two possible conclusions: 1. is false -OR- 2. is true, and our sample mean just happens to lie in the most extreme 0.36% of its distribution. In practice, events in the most 0.36% of their distributions seldom occur. Therefore, we have very strong evidence that is not true.
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The test in the above example could have been formulated symbolically as
1. vs.
vs.