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Propose a mechanism for the following transformation.
Null Hypothesis
A hypothesis that assumes no significant difference or effect, serving as the default assumption in hypothesis testing.
Type I Error
The mistake of rejecting a true null hypothesis, also known as a "false positive".
Type II Error
A statistical error that occurs when the null hypothesis is not rejected when it is false, also known as a "false negative" finding.
Level Of Significance
The threshold probability used in hypothesis testing to determine if the null hypothesis can be rejected, typically denoted by alpha (α).
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