Final answer:
To test the authenticity of the weight loss clinic's claim, we need to set up the competing hypotheses. Given that the advertisement suggests an average weight loss of more than 10 pounds, the null hypothesis (μ₀) would be that the mean weight loss is equal to 10 pounds, while the alternative hypothesis (Hₐ) would be that the mean weight loss is not equal to 10 pounds.
Step-by-step explanation:
To test the authenticity of the weight loss clinic's claim, we need to set up the competing hypotheses. Given that the advertisement suggests an average weight loss of more than 10 pounds, the null hypothesis (μ₀) would be that the mean weight loss is equal to 10 pounds, while the alternative hypothesis (Hₐ) would be that the mean weight loss is not equal to 10 pounds.
Therefore, the correct option would be A. μ₀: μ = 10; Hₐ: μ ≠ 10.