Bootstrap Median Control Chart

• 발행기관: 한국자료분석학회
• 저자명: 박효일(Hyo-Il Park)
• 간행물 정보: 『Journal of The Korean Data Analysis Society (JKDAS)』Vol.10 No.4, 1861~1874쪽, 전체 14쪽
• 주제분류: 자연과학 > 통계학
• 파일형태: PDF
• 발행일자: 2008.08.30

영문 초록

In this study, we propose a median control chart with the bootstrap method. In order to determine the control limits, first we consider to use the estimate of variance which can be considered as a moment estimate and then use the bootstrap confidence intervals by applying the several bootstrap methods after reviewing several bootstrap methods. Then we show an example as an illustration for our proposed method and compare several bootstrap methods through simulation study with three different distributions. Finally we discuss some interesting features in median control chart and the bootstrap methods as concluding remarks.

목차

1. Introduction

2. Median Control Chart

3. Construction of Median Control Charts using the Bootstrap Method

4. An Example and Simulation Study

5. Some Concluding Remarks

References

키워드

Bootstrap method confidence interval median