Investigation of the Change Point in Mean of Normal Sequence Having an Outlier
GAZI UNIVERSITY JOURNAL OF SCIENCE, vol.26, no.4, pp.543-555, 2013 (ESCI, Scopus)
- Publication Type: Article / Article
- Volume: 26 Issue: 4
- Publication Date: 2013
- Journal Name: GAZI UNIVERSITY JOURNAL OF SCIENCE
- Journal Indexes: Emerging Sources Citation Index (ESCI), Scopus
- Page Numbers: pp.543-555
- Hacettepe University Affiliated: Yes
Abstract
In this study, the change point in mean of the sequence of the random variables from normal distribution under the case of having an outlier in the sequence is considered. Under with this case, the maximum likelihood estimate of the change point and the estimates of the change point using robust methods are computed. The performances of the maximum likelihood method and robust methods on the estimation of the change point according to outlier locations with different sample sizes are investigated via extensive simulation studies.