A confidence interval is a range of values derived from sample data that is likely to contain the true value of an unknown population parameter, such as battery life, capacity retention, or mean cycle life. It quantifies the uncertainty in measurement or estimation and is commonly used in battery performance testing, degradation modeling, and quality control.
