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In frequentist hypothesis testing, the $p$-value is the probability of a result as extreme (or more) than the observed result, under the assumption that the null hypothesis is true.
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Spearman's rank correlation coefficient: p-value "significant", but 95 % CI contains Zero
I examined the relationship between two interval-scaled variables (x, y) in a small dataset (n=32). I used the Spearman's rank correlation coefficient since x is not normally distributed (evaluated wi …