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Binary Segmentation Procedure for Detecting Change Points in a DNA Sequence
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  • Binary Segmentation Procedure for Detecting Change Points in a DNA Sequence
  • Binary Segmentation Procedure for Detecting Change Points in a DNA Sequence
저자명
Yang. Tae Young,Kim. Jeongjin
간행물명
한국통계학회 논문집
권/호정보
2005년|12권 1호|pp.139-147 (9 pages)
발행정보
한국통계학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

It is interesting to locate homogeneous segments within a DNA sequence. Suppose that the DNA sequence has segments within which the observations follow the same residue frequency distribution, and between which observations have different distributions. In this setting, change points correspond to the end points of these segments. This article explores the use of a binary segmentation procedure in detecting the change points in the DNA sequence. The change points are determined using a sequence of nested hypothesis tests of whether a change point exists. At each test, we compare no change-point model with a single change-point model by using the Bayesian information criterion. Thus, the method circumvents the computational complexity one would normally face in problems with an unknown number of change points. We illustrate the procedure by analyzing the genome of the bacteriophage lambda.