Which of the following best describes a confidence interval?

• A. A single value that represents the mean of a dataset.
• B. A measure of the variability within a sample.
• C. A statistical test used to compare two means.
• D. A range of values used to estimate a population parameter with a certain level of confidence.

Answer: (D)