A Comprehensive and Comparative Review of Bootstrap Confidence Intervals

Bootstrap methods have become a cornerstone of modern statistical inference due to their flexibility and minimal reliance on parametric assumptions. This paper reviews commonly used bootstrap confidence intervals and complements the methodological discussion with comparative numerical examples and a simulation study. By examining interval length and coverage performance across different bootstrap constructions, the paper highlights practical differences that are often overlooked in purely theoretical treatments.

کلیدواژه ها:

Bootstrap ، Confidence Interval ، Resampling Methods