When a sample size is considered large (typically n > 30), which theoretical statistical distribution is most commonly used to establish the critical values for hypothesis testing?

Correct answer: B) Normal (Z) distribution

Explanation

For large sample sizes exceeding 30, the Central Limit Theorem dictates that the sampling distribution is sufficiently normal to utilize standard Z-distribution values for testing.