In hypothesis testing, two opposing hypotheses are formulated: the null hypothesis (denoted as \( H_0 \)) and the alternative hypothesis (denoted as \( H_a \) or \( H_1 \)). The null hypothesis typically represents a statement of 'no effect' or 'no difference' or
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