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Confidence Intervals and Confidence Limits: 

Confidence intervals and confidence limits are fundamental concepts in statistics that provide a range of plausible values within which a population parameter is likely to fall. They are essential tools for making inferences about a population based on a sample. Let's delve into these concepts using a practical example.

Concept of Confidence Intervals: A confidence interval (CI) is a range of values that is likely to contain the true value of a population parameter, such as a mean, proportion, or regression coefficient. It is calculated from sample data and is used to quantify the uncertainty or variability associated with estimating population parameters based on a finite sample.

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