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ORTA DOĞU TEKNİK ÜNİVERSİTESİ
MIDDLE EAST TECHNICAL UNIVERSITY |
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Papers in refereed
journals v Aziz R., Yucel İ., Yozgatlıgil C. (2020) Nonstationarity
impacts on frequency analysis of yearly and seasonal extreme temperature in
Turkey. Atmospheric Research.
https://doi.org/10.1016/j.atmosres.2020.104875 v Akça E. and Yozgatlıgil C. (2020). Mutual information model selection algorithm for time series, Journal of Applied
Statistics, DOI: 10.1080/02664763.2019.1707516 v Adiguzel, F., Kleijnen, M., Basbug Erkan, B., Yozgatligil, C.
(2019). Identifying Non-adopter Consumer Segments: An Empirical Study on
Earthquake Insurance Adoption in Turkey. Journal
of Consumer Affairs 53(2),
662-685, https://doi.org/10.1111/joca.12217. v Oflaz, Z., Yozgatligil,
C., Selcuk-Kestel A.S. (2019). Aggregate Claim
Estimation using bivariate Hidden Markov Model, ASTIN Bulletin - The Journal of the International Actuarial
Association 49(1), 189-215, doi:10.1017/asb.2018.29. v Yozgatligil C., Turkes, M. (2018). Extreme value analysis and forecasting of maximum
precipitation amounts in the Western Black Sea Sub-region of Turkey. International Journal of Climatology 38, 5447-5458. v Evkaya, O.O., Yozgatligil,
C, Selcuk-Kestel, A.S. (2018). Measuring Dependence
between Electricity Consumption and Contributing Indicators via Copulas:
Turkish Case. Gazi University Journal of Science 31(4), 1284-1396. v Yozgatligil C., Ayhan,
H. O. (2018). Univariate Sample Size
Determination by Alternative Components: Issues on Design Efficiency for
Complex Samples. Statistics in Transition new series, 19 (2), 201–218, DOI
10.21307/stattrans-2018-012. v Aslan S., Yozgatligil C., Iyigun C. (2018). Temporal Clustering of Time Series via
Threshold Autoregressive Models: Application to Commodity Prices. Annals of Operations Research,
260, Issue 1–2, 51–77 v Dag O., Yozgatligil C. (2016).
GMDH: An R Package for Short Term Forecasting via GMDH - Type Neural
Network Algorithms. R Journal, 8 (1), 379-386. v Yozgatligil C.,Yazici C. (2016).
Comparison of homogeneity tests for temperature using a simulation
study. International Journal of Climatology, 36, 62-81, Doi: 10.1002/joc.4329. v Turkes M., Yozgatligil C., Batmaz I., İyigun C., Kartal Koc E., Fahmi F., Aslan S.
(2016). Has the climate been changing
in Turkey? Regional climate change signals based on a comparative statistical
analysis of two consecutive time periods, 1950-1980
and 1981-2010. Climate Research, 70 (1), 77-93, Doi:
10.3354/cr01410. v Coppens J., Ozen A., Tavsanoglu N., Erdogan
S., Levi E E., Yozgatligil
C., Jeppesen E., Beklioglu
M. (2016) Impact of alternating wet
and dry periods on long-term seasonal phosphorus and nitrogen budgets of two
shallow Mediterranean lakes. Science of The Total Environment, 563,
456-467, Doi:
dx.doi.org/10.1016/j.scitotenv.2016.04.028. v Caliskan D., Piyal B., Akdur R., Ocaktan M. E., Yozgatligil C.
(2016). An analysis of the incidence
of measles in Turkey since 1960. Turkish Journal of Medical Sciences,
46, 1101-1106., Doi: 10.3906/sag-1503-62. v Kaygusuz E., Cetiner H., Yavuz H., Cesur S.,Yozgatligil C., Ayas S. (2014). Immunohistochemical Expressions of Receptors for
Luteinizing Hormone/Human Chorionic Gonadotropic Hormone and for Sex Steroid
Hormones in Pregnant Fallopian Tubes. Acta Endocrinologica-Bucharest,
10 (2), 181-194. v İyigun C.,Turkes
M.,Yozgatligil C.,Purutcuoglu
Gazi V., Kartal Koc E.,Ozturk M. Z., Batmaz İ. (2013). Clustering
Current Climate Regions of Turkey by Using a Multivariate Statistical Method.
Theoretical and Applied Climatology, 114 (1-2), 95-106. v Uraz, A., Sezgin Tocak, S., Yozgatligil, C., Cetiner, S. and Bal, B. (2013). Psychological Well-Being, Health, and Stress
Sources in Turkish Dental Students. Journal
of Dental Education, 77 (10), 1345-1355. v Iyigun C., Turkes, M., Batmaz, I, Yozgatligil,
C., Purutcuoglu, V., Kartal
Koc, E and Ozturk, M. Z. (2013). Clustering Current Climate Regions
of Turkey by Using a Multivariate Statistical Method, Theoretical
and Applied Climatology, 114, 95–106. v Piyal, B., Akdur, R., Ocaktan, E. and Yozgatligil, C.
(2013). An Analysis of the Prevalence of Malaria in Turkey over the last 85
years. Pathogens and Global Health,
107 (1), 30-34. v Yozgatligil, C., Aslan, S., Iyigun, C.
and Batmaz. I. (2013) Comparison of Missing Value
Imputation Methods for Turkish Meteorological Time Series Data. Theoretical and Applied Climatology, 112, 143–167. v Yozgatligil, C. and Wei, W.W.S. (2009). Representation of
Multiplicative Seasonal Vector Autoregressive Moving Average Models, The American Statistician, 63(4), 328-334. v Ula, T. A. and Yozgatligil, C.
(2004). Modified Maximum-Likelihood Method for Non-normal Time Series
Revisited, Communication in Statistics - Theory and Methods, 33 (2),
397 – 417. v Ortakaya, A.F., Yozgatligil
Talu, C. (2013). Multivariate Time Series Modeling Of The Number Of
Applicants For Conditional Cash Transfer Program In Turkey, Journal of Social Policies, 7 (30),
101-116. v Kartal, E., Fahmi,
M. F., Iyigun, C., Turkes,
M., Yozgatligil, C., Purutcuoglu,
V., Batmaz, İ., Koksal, G. (2011). Turkiye Iklim Bolgelerinin Hiyerarsik Kumeleme Yontemi ile Belirlenmesi, İstatistik Arastirma Dergisi, 8 (1), 13-25. v Aslan, S., Yozgatligil, C., Iyigun, C., Batmaz, I., Tatli.
H. (2011). Meteorolojik Zaman Serilerinde
Kayip Veri Tahmin Yontemlerinin Basarimlarinin Korelasyon Boyutu Analiziyle Karsilastirilmasi, İstatistik Arastirma Dergisi.
8 (2), Ozel Sayi, 55-67. Papers in Conference Proceedings v Evkaya O., Yozgatligil C., Kestel S. (2018). Understanding Drought with Copula Functions: Case
Study for Konya Province. 11. International Statistics Days Conference,
Muğla, Türkiye, October
3-7, 2018. v Oflaz Z., Yozgatligil
C, Kestel S. (2018). Estimation of Claim Amounts
using Bivariate Hidden Markov Models. 31. Conference of Actuaries,
Berlin, Germany, June 4-8, 2018. v Evkaya O., Yozgatligil C., Kestel S. (2017). Finite Mixture of C-vines for Complex
Dependence. 20th Europen Young
Statistician Meeting, Uppsala, Sweden, August 14-18, 2017. https://indico.uu.se/event/317/contribution/26. v Yazici C., Batmaz I., Yozgatligil C.
(2015). A bootstrap application on the
standard normal homogeneity test (SNHT) when there is not highly v Yazici C., Purutcuoglu Gazi V., Yozgatligil C., Iyigun C., Batmaz I. (2013).
Detection of Unreliable measurements in long-term time series via data
mining techniques: case in Turkish climate data. International IIE Conference. v
Yetere Kursun
A., Iyigun, C., Yozgatligil,
C. and I. Batmaz (2012) Seasonal Variation of Turkey: A Consensus Clustering
Approach. The 10th International FLINS Conference on
Uncertainty Modeling in Knowledge Engineering and Decision Making (FLINS
2012) August 26-29, 2012, Istanbul, Turkey. v Adiguzel, F, Yozgatligil, C., Basbug Erkan B.B., Ozkan, D., Sandirli, E. (2011), Assessing the Demand Factors for Residential Earthquake Insurance in Turkey: Empirical Evidence. New Developments in Theory and Application of Statistics: An International Conference in Memory of Professor Moti Lal Tiku, May 2-4, 2011, Ankara, Turkey, p.168-175. v Yozgatligil, C., Purutcuoglu, V., Yazici, C., Batmaz, I. (2011).
Validity of Homogeneity Tests for Meteorological Time Series Data: A
Simulation Study. Proceedings
of the 58th World Statistics Congress (ISI2011). CPS006-03:
http://www.isi2011.ie/content/access-congress-proceedings.html. v Fahmi, F., Kartal, E., İyigun, C., Yozgatligil, C., Cinar, I., Turkes, M., Batmaz, İ., Iklim Degisikliginin Turkiye Uzerindeki Etkisinin Kumeleme Yontemleri ile İncelenmesi, Uluslararasi Katilimli Cografya Kongresi, 7-10 Eylul 2011,
İstanbul, Turkiye. v Aslan, S., Yozgatligil, C., Iyigun, C., Batmaz, I., Turkes, M., Tatli, H., (2010). Comparison of Missing Value Imputation
Methods for Turkish Monthly Total Precipitation
Data. Paper Presented at the Proceedings of
the 9th International Conference of the Computer Data Analysis and
Modeling: Complex Stochastic Data and Systems , Minsk,
Belarus State University, Vol(2), 137-140. v Uraz A., Tocak Y., Yozgatligil C., Cetiner S. and Bal B. (2009). Perceived Sources of Stress, General Health
and Psychological Well-being in Turkish Dental Students. Eur J Dent Educ 13, 125 John Wiley &
Sons A.S. v Yozgatligil, C. and Wei, W. W.S. (2006). Temporal Aggregation and
Causality Tests in Cointegrated Systems. ASA Proceedings of the
Joint Statistical Meetings, 1162-1167. American Statistical
Association (Alexandria, VA). v Yozgatligil, C. and Wei, W. W.S. (2005). Effects of Temporal
Aggregation on Cointegration Tests. ASA
Proceedings of the Joint Statistical Meetings, 970-975. American
Statistical Association (Alexandria, VA). v Yozgatligil, C. and Wei, W. W.S. (2004). Representation of
Multiplicative Vector Autoregressive Moving Average Processes ASA
Proceedings of the Joint Statistical Meetings, 1382-1387. American
Statistical Association (Alexandria, VA). v Talu C. and Yildirim F. (1999). A
Statistical Evaluation of Competing Risks Data, Proceedings of the 1st
Conference of Statistics, 326-329, Belek, Antalya,
Turkey. Abstracts in Conference Proceedings v Yildirim Ozgecan,Yozgatligil Ceylan, Senoglu
Birdal (2017).
Linear Contrasts for Time Series Data With
Non-Normal Innovations: An Application to a Real Life Data. 10th International Statistics Congress (ISC2017), December
6-8, 2017, Ankara, Turkey. v Evkaya Omer Ozan,Yozgatligil Ceylan, Kestel Ayse Sevtap
(2017). Drought Forecasting with Time
Series and Machine Learning Approaches. 10th International Statistics Congress
(ISC2017), p. 200, December 6-8, 2017, Ankara, Turkey. v Busra Tas, Yozgatligil C. (2017). Electricity
price forecasting using a hybrid time series model. International work-conference on Time
Series, ITISE 2017, Granada-Spain, September, 18-20 2017, p. 246. v
Akca E., Yozgatligil C. (2017).
Weighted model selection for time series, International
Researchers, Statisticians and Young Statisticians Congress, 24-26 May,
Konya, Turkey, p. 254. v Yildirim O., Yozgatligil C., Senoglu B. (2017). Hypothesis testing in one-way classification AR(1) model with Student’s t innovations: An application
to a real life data, International Researchers, Statisticians and Young Statisticians
Congress, 24-26 May, Konya, Turkey, p. 272. v Akca E., Yozgatligil C., (2017). A novel model selection algorithm for time series, 3. International Conference on Advances in
Statistics, 28-30 April, Helsinki, Finland. v Yazici C., Yozgatligil
C., Batmaz I. (2017). Application of bootstrap to
likelihood ratio test to detect multiple changepoints
in small time series data. IFORS 2017: 21st Conference of the International Federation of
Operational Research Societies, Quebec City, Canada, July 17-21, 2017,
14. v Evkaya O., Yozgatligil C., Kestel S. (2017). Multivariate
Analysis of Drought Characteristics using Vine Copula Approach. Copulas
and Their Applications to Commemorate the 75th Birthday of Professor
Roger B. Nelsen, July 3 - 5, 2017, Almeria, Spain, p. 47. v Evkaya O., Yozgatligil C., Kestel S. (2017). Mixture of Vine Copulas for Complex and Hidden Dependence, Recent Developments in Dependence Modeling
and Applications in Finance and Insurance, May 22-23 2017, Island of
Aegina, Greece. v Dag O., Yozgatligil
C. (2016). GMDH: An R Package for Short Term Forecasting Via GMDH-Type Neural
Network Algorithms. 1st International Biostatistics Congress,
26-29 October 2016, Antalya, Turkey. v Yozgatligil C., Aslan S., Iyigun C. (2016).
Dynamic clustering of multiple multivariate time series: Application
to climate data. The 22nd International Conference on Computational Statistics,
23-26 August 2016, Oveido, Spain, p. 26-26. v Akca E., Yozgatligil C.,Yazici
C. (2016). Generation of monthly
precipitation series and the performance of homogeneity tests. The
22nd International Conference on Computational Statistics, 23-26 August
2016, Oveido, Spain, p. 42-43. v Yazici C., Yozgatligil C., Batmaz I.
(2016). Detection performance of
likelihood ratio test for change-points based on bootstrap for AR(1) models. The 22nd International Conference on
Computational Statistics, 23-26 August 2016, Oveido,
Spain, p. 20-20. v Evkaya O. O., Yozgatligil C., Kestel A. S.
(2016). Assessment of Multivariate
Drought Index via Vine Copula. Dependence Modeling in Finance, Insurance
and Environmental Science, 17-19 May 2016, Munich, Gerrmany,
p. 34-35. v Rustam M., Batmaz I., Yozgatligil C., Yazici C. (2016).
Modeling of Precipitation Amount of Turkey by Multivariate Adaptive
Regression Splines. International
Conference on Information Complexity and Statistical Modeling in High
Dimensions with Applications (IC-SMHD-2016). v Evkaya O. O., Yozgatligil C., Kestel A. S.
(2015). Energy Consumption and
Economic Growth in Turkey: Is Copula Framework Possible?.
İSTKON9, Antalya, Turkey. v Batmaz I., Yaman N., Yozgatligil C.
(2015). Modelling Daily Occurance of Precipitation for Certain Regions of Turkey
Using Hidden Markov Models v Yazici C., Batmaz I., Yozgatligil C.
(2015). The Precipitation Modeling of
Aegean Region of Turkey with Multivariate Adaptive Regression v Aslan S., Yozgatligil C., Iyigun C.
(2015). Temporal Clustering of
Commodities via Threshold Autoregressive Models. 55th Meeting of the
EWGCFM (EWGCFM 2015), Ankara-Turkey. v Dag O., Yozgatligil C. (2015).
Forecasting Via GMDH Algorithm with Medical Applications in R. The
8th Conference of Eastern Mediterranean Region of International Biometric
Society, Kapadokya, Turkey, p. 54 v Yozgatligil C., Batmaz I., Yaman N.
(2015). Turkiye’nin
Bazi Bolgelerine iliskin Yagis Miktarinin Sakli Markov Modeli ile Modellenmesi. YAEM2015,
Ankara, Turkey v Yazici C.,Batmaz I.,Yozgatligil C.
(2015). Sicaklik
Degiskeni İcin Turdeslik Analizi Yontemlerinin Karsilastirilmasi. YAEM2015,
Ankara, Turkey v Yaman N., Yozgatligil C., Batmaz İ.
(2015). Sakli
Markov Modeli ile Turkiye’nin Bazi Bolgelerine İliskin Yagis Verisinin Var-Yok Modellenmesi. YAEM2015,
Ankara, Turkey v Murat T., Iyigun C., Batmaz I., Yozgatligil C., Kartal Koc E., Yetere Kursun A.(2015). Turkiye Iklim Bolgelerinin On Iki Klimatolojik Degisken Kullanarak AGNES Konsensus Kumeleme Teknigi ile Belirlenmesi. YAEM2015,
Ankara, Turkey v Aslan S., Yozgatligil C., İyigun C., Batmaz İ. (2015). Esik-Degerli Dogrusal Olmayan Zaman Serisi Modeliyle Farkli Rejimlerin Belirlenmesi: Turkiye Yagis Verileri Uzerine Bir Uygulama. YAEM2015,
Ankara, Turkey. v Batmaz I., Sivrikaya N., Yazici C., Yozgatligil C. (2014).
Precipitation Prediction by Hidden Markov Models. 20th
Conference of the International Federation of Operational Research Societies,
13-18 July 2014 in the city of Barcelona, Spai.n v Aslan S., Iyigun C., Yozgatligil C., Batmaz I. (2013).
Precipitation Forecasting: Assessment via Nonlinear Autoregressive
Neural Network and Vector Autoregressive Models. International IIE Conference, 252-252. v Aksoy B., Purutcuoglu Gazi V., Batmaz I., Yozgatligil C.
(2013). Modelling the Extreme
Precipitation Data: Case Study from Turkey.
26th European Conference on Operational
Research, July 1-4
2013, Rome, Italy. v Akal, T., Fahmi, F., Kartal Koc, E., Purutcuoglu Gazi, V., Iyigun, C., Yozgatligil, C. and
Batmaz, I. (2012). Detection of seasonal changes in climate data by comparative analysis;
A case study for Turkey, 25th
European Conference on Operations Research, Vilnius, Lithuania. 8-11 July, 2012. v Aykan, F., Kartal Koc, E., Yozgatligil, C., Iyigun, C., Purutcuoglu Gazi, V., Batmaz, I. (2012). Developing precipitation models for
continental central Anatolia, Turkey, 25th European Conference on Operations Research, Vilnius,
Lithuania. 8-11 July, 2012. v Akal, T., Purutcuoglu Gazi, V., Batmaz, I, Kartal Koc, E., Iyigun, C. Yozgatligil, C.
(2012). Investigating the Seasonal
Patterns of Continental Central Anatolia by Clustering, The 25th Conference of European Chapter on
Combinatorial Optimization, Antalya, Turkey, April 26 – 28, 2012. v Altaban, A., Koksal,
G. and Yozgatligil, C. (2012). Modeling Customer
Loyalty for Durable Products: The case of a HVAC product, Yoneylem Arastirmasi ve Endustri Muhendisligi 32. Ulusal Kongresi (YAEM 2012), 20-22 Haziran
2012, Dogus Universitesi,
Istanbul. v Asar, O., Yozgatligil, C., Kartal, E., and Batmaz, I.
(2011). Analysis of Extreme Precipitation Events in Turkey. 7. Uluslararasi Istatistik Kongresi (ISKON).
Antalya, Turkiye, 28 Nisan-1 Mayis,
2011. v Yazici, C., Purutcuoglu, V., Yozgatligil, C., Batmaz, I.,
and Bayramoglu, K.
(2011). Homogeneity Analysis for Dependent Climate Data, 7. Uluslararasi Istatistik Kongresi (ISKON).
Antalya, Turkiye, 28 Nisan-1 Mayis,
2011. v Yozgatligil, C., Aslan, S. , Iyigun, C. , Batmaz, I. , Turkes, M. ve Tatli, H., (2010). Zaman Serilerinde
Kayip Veri Tamamlama Yontemlerinin Karsilastirilmasi: Turkiye Iklim Verileri Uzerine Bir Uygulama,
Yoneylem Arastirmasi ve Endustri Muhendisligi
30. Ulusal Kongresi,
30 Haziran – 2 Temmuz
2010, Sabanci Universitesi,
Istanbul, Turkiye, p. 127- 128. v Aslan, S. , Yozgatligil, C., İyigun, C., Batmaz, I. Tatli, H. (2010). Meteorolojik Zaman Serilerinde Kayip Veri Tahmin Yontemlerinin
Basarimlarinin Korelasyon Boyutu Analiziyle Karsilastirilmasi, 7. Istatistik Gunleri Sempozyumu, 28 – 30 Haziran
2010, ODTU, Ankara, Turkiye. v Kartal, E., Fahmi,
M. F., Iyigun, C., Turkes,
M., Yozgatligil, C., Purutcuoglu,
V., Batmaz, I., Koksal, G.
(2010).
Turkiye Iklim Bolgelerinin Hiyerarsik Kumeleme Yontemi ile Belirlenmesi, 7. Istatistik Gunleri Sempozyumu, 28 – 30 Haziran
2010, ODTU, Ankara, Turkiye. v Asar, O., Kartal, E., Aslan, S., Ozturk, M. Z., Yozgatligil,
C., Cinar, I., Batmaz, I., Koksal, G., Turkes, M., Tatli, H. (2010). 1950-2006 Yillari Arasrndaki Turkiye Yagis Verilerinin Tanimlayici Veri Madenciligi Yontemleri ile Analizi, 7. Istatistik Gunleri Sempozyumu, 28 – 30
Haziran 2010, ODTU, Ankara, Turkiye. Presentations v Tas B., Yozgatligil
C. (2017). Electricity price forecasting using a hybrid
time series model. Poster
presented at International work-conference on Time Series, Granada, Spain . v Cinar, İ., Yozgatligil,
C. and Batmaz, I. (2011). The Effect of Urban Land Cover Change
around the Observation Sites on Temperature, International Symposium on Environmental
Protection and Planning: Geographic Information Systems (GIS) and Remote
Sensing (RS) Applications (ISEPP),
28-29 June 2011, Gediz University, Izmir, Turkey. v Fahmi, F., Kartal, E., Iyigun, C., Yozgatligil, C., Cinar, I., Aslan, S., Zeynel,
M., Turkes, M., Batmaz,
I. (2011). İklim
Degisikliginin Turkiye Uzerindeki Etkisinin Kumeleme Yontemleri ile İncelenmesi. Uluslararasi Katilimli Cografya Konferansi.
İstanbul, Turkiye. 7-10 September,
2011. v Fahmi, M. F., Kartal, E., Iyigun, C., Turkes, M., Yozgatligil,
C., Purutcuoglu, V., Batmaz, I., Koksal, G. (2010). Determining the Climate Zones of Turkiye
by Center-Based Clustering Methods- 3rd Conference
on Nonlinear Science and Complexity, 28 - 31 July, 2010, Cankaya Universitesi, Ankara, Turkiye.
v Uraz A., Tocak Y., Yozgatligil C., Cetiner S., Bal
B. (2008). Perceived Sources of Stress, General Health and Psychological Well-being
in Turkish Dental Students. Association
for Dental Education in Europe 34th Annual Meeting 3-6 September Zagrep Croatia, 2008. v Yozgatligil C., (2007). SAS
Applications on VARMA Modelling and Cointegration Analysis, METU, New Advances in Statistics Graduate Summer School, August 20,
2007. v Cetiner M., Sucak, G., Aydin F., Birtas E., Yozgatligil C., Kalaca S., Aki Z., Kalayoglu-Besisik
S., Ferhanoglu B., Gulbas
Z. Uzay A. Kaygusuz I., Firatli-Tuglular T., and Bayik
M. (2007). Hematopoyetik Kok
Hucre Nakli Yapilan Hastalarda Yasam Kalitesinin Degerlendirilmesi, THD 33.Ulusal Hematoloji Kongresi,
Ankara, 16- 19 Ekim 2007. Chapters in Books v Fahmi, F., Kartal, E., Iyigun, C., Turkes, M., Yozgatligil, C., Purutcuoglu,
V., Batmaz, I., G. Koksal
(2011). Determining the Climate Zones of Turkey by Center-Based Clustering
Methods. . In Nonlinear Dynamics of Complex Systems: Applications in Physical,
Biological and Financial Systems.
J.A. Tenreiro Machado, Baleanu,
D. and A. Luo (Eds.). 171-178. New
York: Springer. v Yozgatligil, C. (2007). SAS
Applications on VARMA Modelling and Cointegration
Analysis in Recent Advances in Statistics, Turkish Statistical Institute
Press, Chapter 10, 129-140. ISBN: 978-975-01606-0-8. |
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