Final answer:
The correct interpretation of a confidence interval such as (4.5, 9.5) is that with 95% confidence, the true mean level of radon exposure in tombs in the region is between 4.5 and 9.5 Bq/m³.
Step-by-step explanation:
The correct interpretation of a confidence interval in the context of a study on radon levels involves understanding the range and the confidence level associated with the estimate of the true population mean. When given a confidence interval such as (4.5, 9.5), and a confidence level (e.g., 95%), the main answer and correct interpretation (Option D) would be: "With 95% confidence, the true mean level of radon exposure in tombs in the region is between 4.5 and 9.5 Bq/m³." This means that if we were to take many samples and calculate the confidence interval for each sample, we expect 95% of those intervals to contain the true mean radon level in the region.