How is the P- value of a hypothesis test is actually determined?

Short Answer

Expert verified

The P-value of a hypothesis test is determined by using the rejection of the null hypothesis H0at any significance level of atleast a value which is considered as P-value.

Step by step solution

01

Step 1. Given information

We need to explain that how the P-value of a hypothesis test is actually determined.

02

Step 2. Explanation for the answer:

Let us consider an example, the value of Pis, 0.06.

  • Here, P0.10. So, we can reject the null hypothesis H0at the 10%significance level.
  • Also, here P>0.05. So, we fail to reject the null hypothesis H0at the 5%significance level.

By the way, here the null hypothesis H0can be rejected at any significance level of atleast 0.06.

Hence, it is explained that how theP-value of a hypothesis test is actually determined.

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