Yıl 2016, Cilt 20 , Sayı 3, Sayfalar 473 - 480 2016-09-02

Bootstrap tekniğine bağlı kümülatif toplam kontrol grafiklerinde değişim noktası analizi
Change point analysis on cusum control charts based on bootstrap techniques

Meral Yay [1] , Nihan Acar Denizli [2] , Belchin Kostov [3]


Bu çalışmanın amacı değişim noktasının belirlenmesinde kullanılmak üzere “R” programlama dili için yeni geliştirilen “ChangePoint” isimli fonsiyonun tanıtılması ve bootstrap tekniğine bağlı kümülatif toplam (CUSUM) kontrol grafikleri aracılığıyla 5 Eylül-13 Kasım 2015 tarihleri arasında İstanbul’da kaydedilen SO2 değerlerinden oluşan veri seti üzerinde uygulanmasıdır. Değişim noktasının belirlenmesinde kestirim yöntemlerinden Sm ve MSE, grafik yöntemlerinden ise V Maskesi ve Kümülatif Toplam çizelgesi (TCUSUM) kullanılarak sonuçlar karşılaştırılacaktır.

The aim of this study is to introduce a new function called “ChangePoint” which is developed in R language to determine change points. It is aimed to use CUSUM charts based on bootsrap technique to find out  the change points of the data set consists of  the recorded SO2 values in Istanbul in the period September 5 - November 13 2015. The estimation methods Sm, MSE and the graphical methods (V Mask and Tabular Cusum) are used to determine the location of the change points and the results are compared.

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Bölüm Uygulama Makalesi
Yazarlar

Yazar: Meral Yay

Yazar: Nihan Acar Denizli

Yazar: Belchin Kostov

Tarihler

Başvuru Tarihi : 29 Aralık 2015
Kabul Tarihi : 17 Ekim 2019
Yayımlanma Tarihi : 2 Eylül 2016

Bibtex @ { saufenbilder270028, journal = {Sakarya University Journal of Science}, issn = {1301-4048}, eissn = {2147-835X}, address = {}, publisher = {Sakarya Üniversitesi}, year = {2016}, volume = {20}, pages = {473 - 480}, doi = {10.16984/saufenbilder.54674}, title = {Change point analysis on cusum control charts based on bootstrap techniques}, key = {cite}, author = {Yay, Meral and Acar Denizli, Nihan and Kostov, Belchin} }
APA Yay, M , Acar Denizli, N , Kostov, B . (2016). Change point analysis on cusum control charts based on bootstrap techniques. Sakarya University Journal of Science , 20 (3) , 473-480 . DOI: 10.16984/saufenbilder.54674
MLA Yay, M , Acar Denizli, N , Kostov, B . "Change point analysis on cusum control charts based on bootstrap techniques". Sakarya University Journal of Science 20 (2016 ): 473-480 <http://www.saujs.sakarya.edu.tr/tr/issue/25594/270028>
Chicago Yay, M , Acar Denizli, N , Kostov, B . "Change point analysis on cusum control charts based on bootstrap techniques". Sakarya University Journal of Science 20 (2016 ): 473-480
RIS TY - JOUR T1 - Change point analysis on cusum control charts based on bootstrap techniques AU - Meral Yay , Nihan Acar Denizli , Belchin Kostov Y1 - 2016 PY - 2016 N1 - doi: 10.16984/saufenbilder.54674 DO - 10.16984/saufenbilder.54674 T2 - Sakarya University Journal of Science JF - Journal JO - JOR SP - 473 EP - 480 VL - 20 IS - 3 SN - 1301-4048-2147-835X M3 - doi: 10.16984/saufenbilder.54674 UR - https://doi.org/10.16984/saufenbilder.54674 Y2 - 2019 ER -
EndNote %0 Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi Change point analysis on cusum control charts based on bootstrap techniques %A Meral Yay , Nihan Acar Denizli , Belchin Kostov %T Change point analysis on cusum control charts based on bootstrap techniques %D 2016 %J Sakarya University Journal of Science %P 1301-4048-2147-835X %V 20 %N 3 %R doi: 10.16984/saufenbilder.54674 %U 10.16984/saufenbilder.54674
ISNAD Yay, Meral , Acar Denizli, Nihan , Kostov, Belchin . "Change point analysis on cusum control charts based on bootstrap techniques". Sakarya University Journal of Science 20 / 3 (Eylül 2016): 473-480 . https://doi.org/10.16984/saufenbilder.54674
AMA Yay M , Acar Denizli N , Kostov B . Change point analysis on cusum control charts based on bootstrap techniques. SAUJS. 2016; 20(3): 473-480.
Vancouver Yay M , Acar Denizli N , Kostov B . Change point analysis on cusum control charts based on bootstrap techniques. Sakarya University Journal of Science. 2016; 20(3): 480-473.