An alternative hypothesis is a statement that proposes a potential outcome or effect that differs from the null hypothesis, suggesting that there is a statistically significant relationship between variables. It serves as the primary focus in hypothesis testing, aiming to support the idea that changes or differences exist as a result of certain factors rather than random chance.
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