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My professor said the p-value (0.1283, 12%) below was not significant. This means that you would...

My professor said the p-value (0.1283, 12%) below was not significant. This means that you would fail to support your hypothesis. It also states that a small p-value (≤ 0.05 or 5%) will also fail to support my hypothesis.

I am confused on what this means--I am referring to the following: Can you please explain?

p-value (0.1283) is not significant, this means I fail to support my hypothesis.
A p-value helps you determine the significance of your results. The p-value is a number between 0 and 1. A small p-value (typically ≤ 0.05 or 5%) indicates strong
evidence against my hypothesis. Therefore, I fail to support my hypothesis.
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