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Lojistik Regresyonda Bayesci Model Ortalaması Yaklaşımı

Year 2008, Volume: 2 Issue: 32, 101 - 106, 01.06.2008

Mehmet Ali Cengiz Naci Murat Yüksel Terzi Nurettin Savaş

Abstract

Standart istatistiksel metotlar model belirsizliğini ihmal eder. Veri analizcileri olası model sınıfından bir model seçer ve sanki seçilen model veriyi üretmiş gibi işleme devam eder. Bu yaklaşım model seçiminde belirsizliği ihmal ederek istatistiksel çıkarımlar için güven aralıklarını daha geniş tutar ve daha riskli kararlara neden olur. Oysa Bayesci model ortalaması (BMA) bu model belirsizliğini göz önüne alan bir yapı sunar. Bu çalışmada BMA yaklaşımını sunularak gerçek hayattan bir probleme uygulaması verilmiştir. Uygulamada, BMA yaklaşımının örnek kestirim performansını geliştirdiği görülmüştür.

Keywords

Bayesci yaklaşım Bayesci model ortalaması model belirsizliği

References

  • TEXT CANNOT BE COPIED

Bayesian Model Averaging Approach In Logistic Regression

Year 2008, Volume: 2 Issue: 32, 101 - 106, 01.06.2008

Mehmet Ali Cengiz Naci Murat Yüksel Terzi Nurettin Savaş

Abstract

Keywords

Bayesian Approach Bayesian Model Averaging model uncertainty

References

  • TEXT CANNOT BE COPIED
There are 1 citations in total.

Details

Other ID JA58EC47AR
Journal Section Research Articles
Authors

Mehmet Ali Cengiz This is me

Naci Murat This is me

Yüksel Terzi This is me

Nurettin Savaş This is me

Publication Date June 1, 2008
Submission Date June 1, 2008
Published in Issue Year 2008 Volume: 2 Issue: 32

Cite

APA Cengiz, M. A., Murat, N., Terzi, Y., Savaş, N. (2008). Bayesian Model Averaging Approach In Logistic Regression. Selcuk University Journal of Science Faculty, 2(32), 101-106.
AMA Cengiz MA, Murat N, Terzi Y, Savaş N. Bayesian Model Averaging Approach In Logistic Regression. sufefd. June 2008;2(32):101-106.
Chicago Cengiz, Mehmet Ali, Naci Murat, Yüksel Terzi, and Nurettin Savaş. “Bayesian Model Averaging Approach In Logistic Regression”. Selcuk University Journal of Science Faculty 2, no. 32 (June 2008): 101-6.
EndNote Cengiz MA, Murat N, Terzi Y, Savaş N (June 1, 2008) Bayesian Model Averaging Approach In Logistic Regression. Selcuk University Journal of Science Faculty 2 32 101–106.
IEEE M. A. Cengiz, N. Murat, Y. Terzi, and N. Savaş, “Bayesian Model Averaging Approach In Logistic Regression”, sufefd, vol. 2, no. 32, pp. 101–106, 2008.
ISNAD Cengiz, Mehmet Ali et al. “Bayesian Model Averaging Approach In Logistic Regression”. Selcuk University Journal of Science Faculty 2/32 (June 2008), 101-106.
JAMA Cengiz MA, Murat N, Terzi Y, Savaş N. Bayesian Model Averaging Approach In Logistic Regression. sufefd. 2008;2:101–106.
MLA Cengiz, Mehmet Ali et al. “Bayesian Model Averaging Approach In Logistic Regression”. Selcuk University Journal of Science Faculty, vol. 2, no. 32, 2008, pp. 101-6.
Vancouver Cengiz MA, Murat N, Terzi Y, Savaş N. Bayesian Model Averaging Approach In Logistic Regression. sufefd. 2008;2(32):101-6.

Journal Owner: On behalf of Selçuk University Faculty of Science, Rector Prof. Dr. Hüseyin YILMAZ
Selcuk University Journal of Science Faculty accepts articles in Turkish and English with original results in basic sciences and other applied sciences. The journal may also include compilations containing current innovations.

It was first published in 1981 as "S.Ü. Fen-Edebiyat Fakültesi Dergisi" and was published under this name until 1984 (Number 1-4).
In 1984, its name was changed to "S.Ü. Fen-Edeb. Fak. Fen Dergisi" and it was published under this name as of the 5th issue.
When the Faculty of Letters and Sciences was separated into the Faculty of Science and the Faculty of Letters with the decision of the Council of Ministers numbered 2008/4344 published in the Official Gazette dated 3 December 2008 and numbered 27073, it has been published as "Selcuk University Journal of Science Faculty" between 2009-2025. 
It has been scanned in DergiPark since 2016.

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