Collaborative Data Science
The alternative hypothesis is a statement that proposes a potential effect or relationship between variables, suggesting that something is happening or that there is a difference when conducting statistical testing. It stands in contrast to the null hypothesis, which asserts that there is no effect or relationship. The alternative hypothesis is essential for inferential statistics, as it guides the direction of research and helps to determine whether observed data supports this hypothesis over the null.
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