What is hypothesis testing? Explain the null hypothesis, alternative hypothesis, and p-value in simple terms.

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Hypothesis testing is a statistical method used to make decisions about populations based on sample data. It provides a framework for determining whether observed differences or effects are likely real or could have occurred by chance.