Biostatistics & Research · single question

In hypothesis testing, which value represents the probability that an observed result occurred purely due to random chance, assuming the null hypothesis is true?

  1. The p-value
  2. The confidence interval width
  3. The sample size
  4. The effect size
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Correct answer: A. The p-value

The p-value quantifies the probability of observing results as extreme as (or more extreme than) those obtained, purely by random chance, if the null hypothesis were actually true. A conventionally small p-value (commonly <0.05) suggests the observed result is unlikely to be due to chance alone, supporting rejection of the null hypothesis.

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