Hypothesis testing can result in 3 different types of outcomes?Group of answer choicesTrueFalse

Answer: True

Hypothesis testing indeed can result in three different outcomes:

1. Reject the Null Hypothesis (H₀): This occurs if the evidence is strong enough to suggest that the alternative hypothesis (H₁) is true.

2. Fail to Reject the Null Hypothesis (H₀): This outcome does not necessarily mean that the null hypothesis is true; rather, it indicates that there is insufficient evidence to support the alternative hypothesis.

3. Type I and Type II Errors: If the null hypothesis is true and we reject it, that’s a Type I error. Conversely, if the null hypothesis is false and we fail to reject it, that’s a Type II error.

Thus, the statement is indeed true.