{"id":31,"date":"2021-09-28T10:43:49","date_gmt":"2021-09-28T07:43:49","guid":{"rendered":"https:\/\/blog.metu.edu.tr\/ceylan\/?page_id=31"},"modified":"2024-10-25T10:04:26","modified_gmt":"2024-10-25T07:04:26","slug":"publications","status":"publish","type":"page","link":"https:\/\/blog.metu.edu.tr\/ceylan\/publications\/","title":{"rendered":"PUBLICATIONS"},"content":{"rendered":"<ul>\n<li>Ozdemir, O., &amp; Yozgatl\u0131gil, C. (2024). How to teach Data Visualization to Fresh Statisticians: A Case in Turkey. Journal of Data Applications. Paper ID 1472118 (Accepted).<\/li>\n<li>Okasha A, \u015eengezer S, K\u0131l\u0131n\u00e7 H, Pourreza E, Fincan C, Y\u0131lmaz T, Boran HB , Cengiz B, Yozgatl\u0131gil C, G\u00fcrses S, Turgut AE, Ar\u0131kan KB, Bengi \u00dcnal, \u00dcnal \u00c7, \u00fcnendi Z, Zinnuro\u011flu M, \u00c7a\u011flayan HZB (2024). Investigations of motor performance with neuromodulation and exoskeleton using leader-follower modality: a tDCS study. Experimental Brain Research, 1-13.<\/li>\n<li>Ozdemir, O., &amp; Yozgatl\u0131gil, C. (2023). Forecasting performance of machine learning, Time Series and hybrid methods for low and high frequency time series. Statistica Neerlandica 78 (2), 441-474. https:\/\/doi.org\/10.1111\/stan.12326.<\/li>\n<li>Oflaz Z., Yozgatl\u0131gil C., Selcuk-Kestel A. S. (2023) Modeling comorbidity of chronic diseases using coupled hidden Markov model with bivariate discrete copula. Statistical Methods in medical Research. 32 (4), 829-849.<\/li>\n<li>Oflaz Z., Yozgatl\u0131gil C., Selcuk-Kestel A. S. (2023) Estimation of disease progression for ischemic heart disease using latent Markov with covariates, Statistical Analysis and Data Mining, 16(1), 16-28.<\/li>\n<li>Oflaz Z., Yozgatl\u0131gil C., Selcuk-Kestel A. S. (2022) Estimation of disease progression for ischemic heart disease using latent Markov with covariates, Statistical Analysis and Data Mining. https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/sam.11589?af=R<\/li>\n<li>Neslihanoglu S., \u00dcnal E., Yozgatl\u0131gil C. (2021). Performance comparison of filtering methods on modelling and forecasting the total precipitation amount: A case study for Mu\u011fla in Turkey,\u00a0Journal of Water and Climate Change, 12(4). 1071-1085. <a href=\"https:\/\/doi.org\/10.2166\/wcc.2021.332\">https:\/\/doi.org\/10.2166\/wcc.2021.332<\/a><\/li>\n<li>Evkaya, O. O., Yozgatligil, C., Kestel S. S. (2020). CD-vine model for capturing complex dependence. Journal of Applied Statistics, \u00a0https:\/\/doi.org\/10.1080\/02664763.2020.1834519<\/li>\n<li>Aziz R., Yucel \u0130., Yozgatl\u0131gil C. (2020) Nonstationarity impacts on frequency analysis of yearly and seasonal extreme temperature in Turkey. Atmospheric Research 238, 104875.\u00a0 https:\/\/doi.org\/10.1016\/j.atmosres.2020.104875<\/li>\n<li>Ak\u00e7a E. and Yozgatl\u0131gil C. (2020). Mutual information model selection algorithm for time series, Journal of Applied Statistics 47(12), 2192-2207, DOI: 10.1080\/02664763.2019.1707516<\/li>\n<li>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.<\/li>\n<li>Oflaz, Z., Yozgatligil, C., Selcuk-Kestel A.S. (2019). Aggregate Claim Estimation using bivariate Hidden Markov Model, ASTIN Bulletin &#8211; The Journal of the International Actuarial Association 49(1), 189-215, doi:10.1017\/asb.2018.29.<\/li>\n<li>Evkaya, O.O., Yozgatligil, C., Kestel, A.S. (2019).\u00a0 Drought analysis using copula approach: a case study for Turkey.\u00a0 Communications in Statistics: Case Studies, Data Analysis and Applications, 5(3), 243-260., Doi: https:\/\/doi.org\/10.1080\/23737484.2019.1635923.<\/li>\n<li>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.<\/li>\n<li>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.<\/li>\n<li>Yozgatligil C., Ayhan, H. O. (2018).\u00a0 Univariate Sample Size Determination by Alternative Components: Issues on Design Efficiency for Complex Samples.\u00a0 Statistics in Transition new series, 19 (2), 201\u2013218, DOI 10.21307\/stattrans-2018-012.<\/li>\n<li>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\u20132, 51\u201377<\/li>\n<li>Da\u011f O., Yozgatl\u0131gil C. (2016).\u00a0 GMDH: An R Package for Short Term Forecasting via GMDH &#8211; Type Neural Network Algorithms<em>.\u00a0 R Journal<\/em>, 8(1), 379-386.<\/li>\n<li>Yozgatl\u0131gil C.,Yaz\u0131c\u0131 C. (2016).\u00a0 Comparison of homogeneity tests for temperature using a simulation study.\u00a0 <em>International Journal of Climatology<\/em>, 36, 62-81., Doi: 10.1002\/joc.4329.<\/li>\n<li>T\u00fcrke\u015f M., Yozgatl\u0131gil C., Batmaz I., \u0130yig\u00fcn C., Kartal Ko\u00e7 E., Fahmi F., Aslan S. (2016).\u00a0 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.\u00a0 <em>Climate Research<\/em>, 70(1), 77-93., Doi: 10.3354\/cr01410<\/li>\n<li>Coppens J., \u00d6zen A., Tav\u015fano\u011flu N., Erdo\u011fan \u015e., Levi E E., Yozgatl\u0131gil C., Jeppesen E., Beklio\u011flu M. (2016) Impact of alternating wet and dry periods on long-term seasonal phosphorus and nitrogen budgets of two shallow Mediterranean lakes.\u00a0 <em>Science of The Total Environment<\/em>, 563, 456-467, Doi: dx.doi.org\/10.1016\/j.scitotenv.2016.04.028<\/li>\n<li>\u00c7al\u0131\u015fkan D., Piyal B., Akdur R., Ocaktan M. E., Yozgatl\u0131gil C. (2016).\u00a0 An analysis of the incidence of measles in Turkey since 1960.\u00a0 <em>Turkish Journal of Medical Sciences<\/em>, 46, 1101-1106., Doi: 10.3906\/sag-1503-62.<\/li>\n<li>Kaygusuz E., \u00c7etiner H., Yavuz H., Cesur S., Yozgatl\u0131gil C., Ayas S. (2014).\u00a0 Immunohistochemical Expressions of Receptors for Luteinizing Hormone\/Human Chorionic Gonadotropic Hormone and for Sex Steroid Hormones in Pregnant Fallopian Tubes.\u00a0 <em>Acta Endocrinologica-Bucharest<\/em>, 10(2), 181-194.<\/li>\n<li>\u0130yig\u00fcn C., T\u00fcrke\u015f M., Yozgatl\u0131gil C., Purut\u00e7uo\u011flu Gazi V., Kartal Koc E., \u00d6zt\u00fcrk M. Z., Batmaz \u0130. (2013). Clustering Current Climate Regions of Turkey by Using a Multivariate Statistical Method<em>.\u00a0 Theoretical and Applied Climatology<\/em>, 114(1-2), 95-106.<\/li>\n<li>Uraz, A., Sezgin Tocak, S., Yozgatligil, C., Cetiner, S. and Bal, B. (2013). Psychological Well-Being, Health, and Stress Sources in Turkish Dental Students. <em>Journal of Dental Education<\/em>, 77(10), p. 1345-1355.<\/li>\n<li>Iyigun C., T\u00fcrke\u015f, M., Batmaz, \u0130, Yozgatligil, C., Purut\u00e7uo\u011flu, V., Kartal Ko\u00e7, E and \u00d6zt\u00fcrk, M. Z.\u00a0 (2013). Clustering Current Climate Regions of Turkey by Using a Multivariate Statistical Method, <em>Theoretical and Applied Climatology,<\/em> 114: 95\u2013106.<\/li>\n<li>Piyal, B., Akdur, R., Ocaktan, E. and Yozgatligil, C. (2013). An Analysis of the Prevalence of Malaria in Turkey over the last 85 years. <em>Pathogens and Global Health<\/em>, 107(1), p. 30-34.<\/li>\n<li>Yozgatligil, C., Aslan, S., \u0130yig\u00fcn, C. and \u0130. Batmaz. (2013) Comparison of Missing Value Imputation Methods for Turkish Meteorological Time Series Data. <em>Theoretical and Applied Climatology, <\/em>112, p. 143\u2013167.<\/li>\n<li>Yozgatligil, C. and Wei, W.W.S. (2009). Representation of Multiplicative Seasonal Vector Autoregressive Moving Average Models, <em>The American Statistician<\/em>, 63(4), 328-334.<\/li>\n<li>Ula, T. A. and Yozgatligil, C. (2004). Modified Maximum-Likelihood Method for Non-normal Time Series Revisited, <em>Communication in Statistics-Theory and Methods<\/em>, 33(2), 397 \u2013 417.<\/li>\n<li>Kaygusuz, E.I., \u00c7etiner, H., Cesur, S., Yavuz, H., Yozgatl\u0131gil, C., Ayas, S., Sa\u011fl\u0131can, Y. (2014). Menstruel Siklus S\u0131ras\u0131nda Fallop T\u00fcplerinde L\u00fcteinizan Hormon ve Seks Steroid Hormon Resept\u00f6rlerinin Ekspresyonu. Zeynep Kamil T\u0131p Dergisi 43(3), 116-123.<\/li>\n<li>Ortakaya, A.F., Yozgatl\u0131gil Talu, C.<em> (2013). <\/em>Multivariate Time Series Modeling Of The Number of Applicants for Conditional Cash Transfer Program In Turkey, <em>Journal of Social Policies<\/em>, 7(30), 101-116.<\/li>\n<li>Kartal, E., Fahmi, M. F., \u0130yig\u00fcn, C., T\u00fcrke\u015f, M., Yozgatl\u0131gil, C., Purut\u00e7uo\u011flu, V., Batmaz, \u0130., K\u00f6ksal, G., (2011). T\u00fcrkiye \u0130klim B\u00f6lgelerinin Hiyerar\u015fik K\u00fcmeleme Y\u00f6ntemi ile Belirlenmesi, <em>\u0130statistik Ara\u015ft\u0131rma Dergisi<\/em>, 8 (1), 13-25.<\/li>\n<li>Aslan, S., Yozgatl\u0131gil, C., \u0130yig\u00fcn, C., Batmaz, \u0130., and H. Tatl\u0131. (2011). Meteorolojik Zaman Serilerinde Kay\u0131p Veri Tahmin Y\u00f6ntemlerinin Ba\u015far\u0131mlar\u0131n\u0131n Korelasyon Boyutu Analiziyle Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131, <em>\u0130statistik Ara\u015ft\u0131rma Dergisi.<\/em> 8 (2), \u00d6zel Say\u0131, 55-67.<\/li>\n<\/ul>\n<p><em><u>Papers in Conference Proceedings<\/u><\/em><\/p>\n<ul>\n<li>Evkaya O., Yozgatligil C., Kestel S. (2017). Finite Mixture of C-vines for Complex Dependence. <em>20th Europen Young Statistician Meeting<\/em>, Uppsala, Sweden, August 14-18, 2017. <a href=\"https:\/\/indico.uu.se\/event\/317\/contribution\/26\">https:\/\/indico.uu.se\/event\/317\/contribution\/26<\/a>.<\/li>\n<li>Yaz\u0131c\u0131 C., Batmaz I., Yozgatligil C. (2015).\u00a0 A bootstrap application on the standard normal homogeneity test (snht) when there is not highly<br \/>\ncorrelated reference series.\u00a0 60th ISI World Statistics Congress, 3597-3602.<\/li>\n<li>Yaz\u0131c\u0131 C., Purut\u00e7uo\u011flu Gazi V., Yozgatligil C., \u0130yig\u00fcn C., Batmaz \u0130. (2013).\u00a0 Detection of Unreliable measurements in long-term time series via data mining techniques: case in Turkish climate data.\u00a0 International IIE Conference.<\/li>\n<li>Yetere Kursun A., Iyigun, C., Yozgatligil, C. and I. Batmaz (2012) Seasonal Variation of Turkey: A Consensus Clustering Approach<em>. <\/em>The 10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making (FLINS 2012) August 26-29, 2012, Istanbul, Turkey.<\/li>\n<li>Yaz\u0131c\u0131 C, Yozgatl\u0131gil C, Batmaz \u0130 (2012) A Simulation Study on the Performances of Homogeneity Tests Applied in Meteorological Studies. International Conference on Applied and Computational Mathematics, Ankara, October 3-6, 2012<\/li>\n<li>Adiguzel, F, Yozgatligil, C., Basbug Erkan B.B., Ozkan, D. And Sandirli, E. (2011), Assessing the Demand Factors for Residential Earthquake Insurance in Turkey: Empirical Evidence. <em>New Developments in Theory and Application of Statistics: An International Conference in Memory of Professor Moti Lal Tiku<\/em>, May 2-4, 2011, Ankara, Turkey, p.168-175.<\/li>\n<li>Yozgatligil, C., Purutcuoglu, V., Yaz\u0131c\u0131, C. and Batmaz, \u0130. (2011). Validity of Homogeneity Tests for Meteorological Time Series Data: A Simulation Study. <em>Proceedings of\u00a0the 58th World Statistics Congress (ISI2011)<\/em>. CPS006-03: <a href=\"http:\/\/www.isi2011.ie\/content\/access-congress-proceedings.html\">http:\/\/www.isi2011.ie\/content\/access-congress-proceedings.html<\/a>.<\/li>\n<li>Fahmi, F., Kartal, E., \u0130yig\u00fcn, C., Yozgatl\u0131gil, C., \u00c7\u0131nar, \u0130., T\u00fcrke\u015f, M. and Batmaz, \u0130., \u201c\u0130klim De\u011fi\u015fikli\u011finin T\u00fcrkiye \u00dczerindeki Etkisinin K\u00fcmeleme Y\u00f6ntemleri ile \u0130ncelenmesi\u201d, <em>Uluslararas\u0131 Kat\u0131l\u0131ml\u0131 Co\u011frafya Kongresi<\/em>, 7-10 Eyl\u00fcl 2011, \u0130stanbul, T\u00fcrkiye.<\/li>\n<li>Aslan, S., Yozgatl\u0131gil, C., \u0130yig\u00fcn, C., Batmaz, \u0130., T\u00fcrke\u015f, M.,\u00a0and Tatl\u0131, H., (2010). Comparison of Missing Value Imputation Methods for Turkish Monthly Total\u00a0Precipitation Data. <em>Paper Presented at the Proceedings\u00a0of the 9th International Conference of the\u00a0Computer Data Analysis and Modeling: Complex Stochastic Data and Systems, Minsk, Belarus State University, Vol(2) p137-140<\/em>.<\/li>\n<li>Uraz A., To\u00e7ak Y., Yozgatl\u0131gil C., \u00c7etiner S. and Bal B. (2009). Perceived Sources of Stress, General Health and Psychological Well-being in Turkish Dental Students. <em>Eur J Dent Educ<\/em> 13, 125 John Wiley &amp; Sons A\/S.<\/li>\n<li>Yozgatligil, C. and Wei, W. W.S. (2006). Temporal Aggregation and Causality Tests in Cointegrated Systems. <em>ASA Proceedings of the Joint Statistical Meetings, 1162-1167<\/em>. <em>American Statistical Association (Alexandria, VA)<\/em>.<\/li>\n<li>Yozgatligil, C. and Wei, W. W.S. (2005). Effects of Temporal Aggregation on Cointegration Tests. <em>ASA Proceedings of the Joint Statistical Meetings<\/em>, 970-975. <em>American Statistical Association (Alexandria, VA)<\/em>.<\/li>\n<li>Yozgatligil, C. and Wei, W. W.S. (2004). Representation of Multiplicative Vector Autoregressive Moving Average Processes <em>ASA Proceedings of the Joint Statistical Meetings<\/em>, 1382-1387. <em>American Statistical Association (Alexandria, VA)<\/em>.<\/li>\n<li>Talu C. and Y\u0131ld\u0131r\u0131m F. (1999). A Statistical Evaluation of Competing Risks Data, <em>Proceedings of the 1<sup>st<\/sup> Conference of Statistics, 326-329, Belek, Antalya, Turkey<\/em>.<\/li>\n<\/ul>\n<p><em><u>Abstracts in Conference Proceedings<\/u><\/em><\/p>\n<ul>\n<li>Muslu E., Sezer M., Okasha A., \u015eengezer S., Yozgatl\u0131gil C., Turgut A. E. , Ar\u0131kan K. B. (2022) &#8220;Adaptif Yard\u0131ml\u0131 D\u0131\u015f \u0130skelet Kontrol Sisteminin Motor \u00d6\u011frenme Becerilerine Etkisi&#8221;, Otomatik Kontrol Ulusal Toplant\u0131s\u0131. TOK&#8217;22, Elaz\u0131\u011f, Turkey, 10 September 2022<\/li>\n<li>Ozdemir O, Yozgatigil C (2019) Makine \u00d6\u011frenmesi Teknikleri ile Mu\u011fla ve K\u00fctahya \u0130llerindeki Deprem B\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn ve Y\u00f6n\u00fcn\u00fcn Tahminlenmesi, 4. Ulusal Sigorta ve Akt\u00fcerya Kongresi, Ankara, Turkiye, 25.6.2019. p.81.<\/li>\n<li>\u00d6zdemir O., Yozgatl\u0131gil C., (2019) Performance Comparison of Machine Learning Methods and Traditional Time Series Methods for Forecasting, 5th International Researchers, Statisticians and Young Statisticians Congress, Ayd\u0131n, T\u00fcrkiye, 18 &#8211; 20 Ekim 2019.<\/li>\n<li>Oflaz, Z., Yozgatl\u0131gil, C., Kestel, A.S. (2019).\u00a0 Ischemic Heart Disease Morbidity Rates Estimation using Hidden Markov Model Regression.\u00a0 23.International Congress on Insurance: Mathematics and Economics, 53<\/li>\n<li>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.<\/li>\n<li>Evkaya O., Yozgatligil C., Kestel S. (2018). Understanding Drought with Copula Functions: Case Study for Konya Province. 11. International Statistics Days Conference, Mu\u011fla, T\u00fcrkiye, October 3-7, 2018<\/li>\n<li>Tas B, 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, 246-248.<\/li>\n<li>Akca E., Yozgatligil C. (2017). Weighted model selection for time series, <em>International Researchers, Statisticians and Young Statisticians Congress<\/em>, 24-26 May, Konya, Turkey, p. 254.<\/li>\n<li>Yildirim O., Yozgatligil C., Senoglu B. (2017). Hypothesis testing in one-way classification AR(1) model with Student\u2019s t innovations: An application to a real life data, <em>International Researchers, Statisticians and Young Statisticians Congress<\/em>, 24-26 May, Konya, Turkey, p. 272.<\/li>\n<li>Akca E., Yozgatl\u0131gil C., (2017). A novel model selection algorithm for time series, <em>3. International Conference on Advances in Statistics<\/em>, 28-30 April, Helsinki, Finland.<\/li>\n<li>Yazici C., Yozgatligil C., Batmaz I. (2017). Application of bootstrap to likelihood ratio test to detect multiple changepoints in small time series data. <em>IFORS 2017: 21st Conference of the International Federation of Operational Research Societies<\/em>, Quebec City, Canada, July 17-21, 2017, 14.<\/li>\n<li>Evkaya O., Yozgatligil C., Kestel S. (2017). Multivariate Analysis of Drought Characteristics using Vine Copula Approach. <em>Copulas and Their Applications to Commemorate the 75th Birthday of Professor Roger B. Nelsen<\/em>, July 3 &#8211; 5, 2017, Almeria, Spain, p. 47.<\/li>\n<li>Evkaya O., Yozgatligil C., Kestel S. (2017). Capturing Hidden and Complex Dependence Using Mixture of Vine Copulas, <em>Recent Developments in Dependence Modeling and Applications in Finance and Insurance<\/em>,\u00a0May 22-23 2017, Island of Aegina, Greece.<\/li>\n<li>Dag O., Yozgatligil C. (2016). GMDH: An R Package for Short Term Forecasting Via GMDH-Type Neural Network Algorithms. <em>1st International Biostatistics Congress<\/em>, 26-29 October 2016, Antalya, Turkey.<\/li>\n<li>Yozgatl\u0131gil C., Aslan S., \u0130yig\u00fcn C. (2016).\u00a0 Dynamic clustering of multiple multivariate time series: Application to climate data.\u00a0 <em>The 22nd International Conference on Computational Statistics<\/em>, 23-26 August 2016, Oveido, Spain, p. 26-26.<\/li>\n<li>Ak\u00e7a E., Yozgatl\u0131gil C., Yaz\u0131c\u0131 C. (2016).\u00a0 Generation of monthly precipitation series and the performance of homogeneity tests.\u00a0 <em>The 22nd International Conference on Computational Statistics<\/em>, 23-26 August 2016, Oveido, Spain, p. 42-43.<\/li>\n<li>Yaz\u0131c\u0131 C., Yozgatl\u0131gil C., Batmaz \u0130. (2016).\u00a0 Detection performance of likelihood ratio test for change-points based on bootstrap for AR(1) models.\u00a0 <em>The 22nd International Conference on Computational Statistics<\/em>, 23-26 August 2016, Oveido, Spain, p. 20-20.<\/li>\n<li>Evkaya \u00d6. O., Yozgatl\u0131gil C., Kestel A. S. (2016).\u00a0 Assessment of Multivariate Drought Index via Vine Copula.\u00a0 <em>Dependence Modeling in Finance, Insurance and Environmental Science<\/em>, 17-19 May 2016, Munich, Gerrmany, p. 34-35.<\/li>\n<li>Rustam M., Batmaz \u0130., Yozgatl\u0131gil C.,Yaz\u0131c\u0131 C. (2016).\u00a0 Modeling of Precipitation Amount of Turkey by Multivariate Adaptive Regression Splines.\u00a0 International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications (IC-SMHD-2016).<\/li>\n<li>Evkaya \u00d6. O., Yozgatligil C.,Kestel A. S. (2015).\u00a0 Energy Consumption and Economic Growth in Turkey: Is Copula Framework Possible?. <em>\u0130STKON9<\/em>, Antalya, Turkey.<\/li>\n<li>Batmaz \u0130., Yaman N., Yozgatligil C. (2015).\u00a0 Modelling Daily Occurance of Precipitation for Certain Regions of Turkey Using Hidden Markov Models<br \/>\n(HMMs<em>).\u00a0 27th European Conference on Operational Research<\/em>, 12-15 July 2015, Glasgow, UK.<\/li>\n<li>Yaz\u0131c\u0131 C., Batmaz \u0130., Yozgatligil C. (2015).\u00a0 The Precipitation Modeling of Aegean Region of Turkey with Multivariate Adaptive Regression<br \/>\nSplines and Time Series Regression.\u00a0 <em>27th European Conference on Operational Research<\/em>, 12-15 July 2015, Glasgow, UK.<\/li>\n<li>Aslan S., Yozgatl\u0131gil C., \u0130yig\u00fcn C. (2015).\u00a0 Temporal Clustering of Commodities via Threshold Autoregressive Models.\u00a0 <em>55th Meeting of the EWGCFM (EWGCFM 2015)<\/em>, Ankara-Turkey.<\/li>\n<li>Dag O., Yozgatligil C. (2015).\u00a0 Forecasting Via GMDH Algorithm with Medical Applications in R.\u00a0 <em>The 8th Conference of Eastern Mediterranean Region of International Biometric Society<\/em>, Kapadokya, Turkey, p. 54<\/li>\n<li>Yozgatl\u0131gil C., Batmaz \u0130., Yaman N. (2015).\u00a0 T\u00fcrkiye\u2019nin Baz\u0131 B\u00f6lgelerine ili\u015fkin Ya\u011f\u0131\u015f Miktar\u0131n\u0131n Sakl\u0131 Markov Modeli ile Modellenmesi.\u00a0 <em>YAEM2015,<\/em> Ankara, Turkey<\/li>\n<li>Yaz\u0131c\u0131 C., Batmaz \u0130., Yozgatl\u0131gil C. (2015).\u00a0 S\u0131cakl\u0131k De\u011fi\u015fkeni \u0130\u00e7in T\u00fcrde\u015flik Analizi Y\u00f6ntemlerinin Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131.\u00a0 <em>YAEM2015<\/em>, Ankara, Turkey<\/li>\n<li>Yaman N., Yozgatl\u0131gil C., Batmaz \u0130. (2015).\u00a0 Sakl\u0131 Markov Modeli ile T\u00fcrkiye\u2019nin Baz\u0131 B\u00f6lgelerine \u0130li\u015fkin Ya\u011f\u0131\u015f Verisinin Var-Yok Modellenmesi.\u00a0 <em>YAEM2015<\/em>, Ankara, Turkey<\/li>\n<li>Murat T., \u0130yig\u00fcn C., Batmaz \u0130., Yozgatl\u0131gil C., Kartal Ko\u00e7 E., Yetere Kursun A. (2015).\u00a0 T\u00fcrkiye \u0130klim B\u00f6lgelerinin On \u0130ki Klimatolojik De\u011fi\u015fken Kullanarak AGNES Konsens\u00fcs K\u00fcmeleme Tekni\u011fi ile Belirlenmesi.\u00a0 <em>YAEM2015<\/em>, Ankara, Turkey<\/li>\n<li>Aslan S., Yozgatl\u0131gil C., \u0130yig\u00fcn C., Batmaz \u0130. (2015).\u00a0 E\u015fik-De\u011ferli Do\u011frusal Olmayan Zaman Serisi Modeliyle Farkl\u0131 Rejimlerin Belirlenmesi: T\u00fcrkiye Ya\u011f\u0131\u015f Verileri \u00dczerine Bir Uygulama.\u00a0 <em>YAEM2015<\/em>, Ankara, Turkey.<\/li>\n<li>Batmaz \u0130., Sivrikaya N., Yaz\u0131c\u0131 C., Yozgatl\u0131gil C. (2014).\u00a0 Precipitation Prediction by Hidden Markov Models.\u00a0 <em>20th Conference of the International Federation of Operational Research Societies<\/em>, 13-18 July 2014 in the city of Barcelona, Spai.n<\/li>\n<li>Aslan S., \u0130yig\u00fcn C., Yozgatl\u0131gil C., Batmaz \u0130. (2013).\u00a0 Precipitation Forecasting: Assessment via Nonlinear Autoregressive Neural Network and Vector Autoregressive Models.\u00a0 International IIE Conference, 252-252.<\/li>\n<li>Aksoy B., Purut\u00e7uo\u011flu Gazi V., Batmaz \u0130., Yozgatl\u0131gil C. (2013).\u00a0 Modelling the Extreme Precipitation Data: Case Study from Turkey.\u00a0 <em>26th European Conference on Operational Research<\/em>, July 1-4 2013, Rome, Italy.<\/li>\n<li>Akal, T., Fahmi, F., Kartal Koc, E., Purutcuoglu Gazi, V., Iyigun, C., Yozgatligil, C. and Batmaz, I. (2012) \u201cDetection of seasonal changes in climate data by comparative analysis; A case study for Turkey,\u201d <em>25th European Conference on Operations Research<\/em>, Vilnius, Lithuania. 8-11 July, 2012.<\/li>\n<li>Aykan, F., Kartal Koc, E., Yozgatligil, C., Iyigun, C., Purutcuoglu Gazi, V., and Batmaz, I. (2012) \u201cDeveloping precipitation models for continental central Anatolia, Turkey,\u201d <em>25th European Conference on Operations Research<\/em>, Vilnius, Lithuania. 8-11 July, 2012.<\/li>\n<li>Akal, T., Purutcuoglu Gazi, V., Batmaz, I, Kartal Koc, E., Iyigun, C. and Yozgatligil, C. (2012). Investigating the Seasonal Patterns of Continental Central Anatolia by Clustering, <em>The 25th Conference of European Chapter on Combinatorial Optimization<\/em>, Antalya, Turkey, April 26 \u2013 28, 2012.<\/li>\n<li>Altaban, A., K\u00f6ksal, G. and Yozgatl\u0131gil, C. (2012). Modeling Customer Loyalty for Durable Products: The case of a HVAC product, <em>Y\u00f6neylem Ara\u015ft\u0131rmas\u0131 ve End\u00fcstri M\u00fchendisli\u011fi 32. Ulusal Kongresi <\/em>(YAEM 2012), 20-22 Haziran 2012, Do\u011fu\u015f \u00dcniversitesi, Istanbul.<\/li>\n<li>Asar, \u00d6., Yozgatligil, C., Kartal, E., and Batmaz, \u0130. (2011). Analysis of Extreme Precipitation Events in Turkey. <em>7. Uluslararas\u0131 \u0130statistik Kongresi (ISKON).<\/em> Antalya, T\u00fcrkiye, 28 Nisan-1 May\u0131s, 2011.<\/li>\n<li>Yaz\u0131c\u0131, C., Purutcuoglu, V., Yozgatl\u0131gil, C., Batmaz, \u0130., and Bayramo\u011flu, K.\u00a0 (2011). Homogeneity Analysis for Dependent Climate Data, <em>7. Uluslararas\u0131 \u0130statistik Kongresi (ISKON).<\/em> Antalya, T\u00fcrkiye, 28 Nisan-1 May\u0131s, 2011.<\/li>\n<li>Yozgatl\u0131gil, C., Aslan, S., \u0130yig\u00fcn, C., Batmaz, \u0130., T\u00fcrke\u015f, M. ve Tatl\u0131, H., \u201cZaman Serilerinde Kay\u0131p Veri Tamamlama Y\u00f6ntemlerinin Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131: T\u00fcrkiye \u0130klim Verileri \u00dczerine Bir Uygulama\u201d, <em>Y\u00f6neylem Ara\u015ft\u0131rmas\u0131 ve End\u00fcstri M\u00fchendisli\u011fi 30. Ulusal Kongresi,<\/em> 30 Haziran \u2013 2 Temmuz 2010, Sabanc\u0131 \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye, p. 127- 128.<\/li>\n<li>Aslan, S., Yozgatl\u0131gil, C., \u0130yig\u00fcn, C., Batmaz, \u0130. ve Tatl\u0131, H., <em>\u201c<\/em>Meteorolojik Zaman Serilerinde Kay\u0131p Veri Tahmin Y\u00f6ntemlerinin Ba\u015far\u0131mlar\u0131n\u0131n Korelasyon\u00a0Boyutu Analiziyle Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131<em>\u201d<\/em> \u2013 <em>7. \u0130statistik G\u00fcnleri Sempozyumu<\/em>, 28 \u2013 30 Haziran 2010, ODT\u00dc, Ankara, T\u00fcrkiye.<\/li>\n<li>Kartal, E., Fahmi, M. F., \u0130yig\u00fcn, C., T\u00fcrke\u015f, M., Yozgatl\u0131gil, C., Purut\u00e7uo\u011flu, V., Batmaz, \u0130., K\u00f6ksal, G.,<em> \u201cT\u00fcrkiye \u0130klim B\u00f6lgelerinin Hiyerar\u015fik K\u00fcmeleme Y\u00f6ntemi ile Belirlenmesi\u201d<\/em> \u2013 <em>7. \u0130statistik G\u00fcnleri Sempozyumu<\/em>, 28 \u2013 30 Haziran 2010, ODT\u00dc, Ankara, T\u00fcrkiye.<\/li>\n<li>Asar, \u00d6., Kartal, E., Aslan, S., \u00d6zt\u00fcrk, M. Z., Yozgatl\u0131gil, C., \u00c7\u0131nar, \u0130., Batmaz, \u0130, K\u00f6ksal, G., T\u00fcrke\u015f, M. ve Tatl\u0131, H.,<em> \u201c1950-2006 Y\u0131llar\u0131 Arasrndaki T\u00fcrkiye Ya\u011f\u0131\u015f Verilerinin Tan\u0131mlay\u0131c\u0131 Veri Madencili\u011fi Y\u00f6ntemleri ile Analizi\u201d<\/em> \u2013 <em>7. \u0130statistik G\u00fcnleri Sempozyumu<\/em>, 28 \u2013 30 Haziran 2010, ODT\u00dc, Ankara, T\u00fcrkiye.<\/li>\n<\/ul>\n<p><em><u>P<\/u><\/em><em><u>resentations<\/u><\/em><\/p>\n<ul>\n<li><span style=\"font-size: 1rem\">\u00c7\u0131nar, \u0130., Yozgatl\u0131gil, C.\u00a0 and Batmaz, \u0130. (2011). The Effect of Urban Land Cover Change around the Observation Sites on Temperature, <\/span><em style=\"font-size: 1rem\">International Symposium on Environmental Protection and Planning: Geographic Information Systems (GIS) and Remote Sensing (RS) Applications (ISEPP)<\/em><span style=\"font-size: 1rem\">, 28-29 June 2011, Gediz University, Izmir, Turkey.<\/span><\/li>\n<li>Fahmi, F., Kartal, E., \u0130yig\u00fcn, C., Yozgatl\u0131gil, C., \u00c7\u0131nar, \u0130., Aslan, S., Zeynel, M., T\u00fcrke\u015f, M., and Batmaz, \u0130. (2011). \u0130klim De\u011fi\u015fikli\u011finin T\u00fcrkiye \u00dczerindeki Etkisinin K\u00fcmeleme Y\u00f6ntemleri \u0130le \u0130ncelenmesi. <em>Uluslararas\u0131 Kat\u0131l\u0131ml\u0131 Co\u011frafya Konferans\u0131<\/em>. \u0130stanbul, T\u00fcrkiye. 7-10 September, 2011.<\/li>\n<li>Fahmi, M. F., Kartal, E., \u0130yig\u00fcn, C., T\u00fcrke\u015f, M., Yozgatl\u0131gil, C., Purut\u00e7uo\u011flu, V., \u0130nci Batmaz, \u0130., ve K\u00f6ksal, G., (2010). Determining the Climate Zones of T\u00fcrkiye by Center-Based Clustering Methods- <em>3<sup>rd <\/sup>Conference on Nonlinear Science and Complexity<\/em>, 28 &#8211; 31 July, 2010, \u00c7ankaya \u00dcniversitesi, Ankara, T\u00fcrkiye.<\/li>\n<li>Uraz A., To\u00e7ak Y., Yozgatl\u0131gil C., \u00c7etiner S., Bal B. (2008). Perceived Sources of Stress, General Health and Psychological Well-being in Turkish Dental Students. <em>Association for Dental Education in Europe 34th Annual Meeting<\/em> 3-6 September Zagrep Croatia, 2008.<\/li>\n<li>Yozgatl\u0131gil C., (2007). SAS <em>Applications on VARMA Modelling and Cointegration Analysis<\/em>, METU, New Advances in Statistics Graduate Summer School, August 20, 2007.<\/li>\n<li>\u00c7etiner, M.; Sucak, G; Ayd\u0131n F.; Birta\u015f, E.; Yozgatl\u0131gil, C.; Kala\u00e7a, S.; Ak\u0131, Z.; Kalayo\u011flu-Be\u015f\u0131\u015f\u0131k, S.; Ferhano\u011flu, B.; G\u00fclba\u015f, Z.; Uzay, A.; Kaygusuz, I.; F\u0131ratl\u0131-Tu\u011flular, T; and Bay\u0131k M., (2007). Hematopoyetik K\u00f6k H\u00fccre Nakli Yap\u0131lan Hastalarda Ya\u015fam Kalitesinin De\u011ferlendirilmesi, <em>THD 33.Ulusal Hematoloji Kongresi<\/em>, Ankara, 16- 19 Ekim 2007.<\/li>\n<\/ul>\n<p><em><u>Chapters in Books<\/u><\/em><\/p>\n<ul>\n<li>Fahmi, F., Kartal, E., \u0130yig\u00fcn, C., T\u00fcrke\u015f, M., Yozgatl\u0131gil, C., Purutcuo\u011flu, V., Batmaz, \u0130. and G. K\u00f6ksal (2011). Determining the Climate Zones of Turkey by Center-Based Clustering Methods. In <em>Nonlinear Dynamics of Complex Systems: Applications in Physical, Biological and Financial Systems<\/em>.\u00a0 J.A. Tenreiro Machado, Baleanu, D. and A. Luo (Eds.). \u00a0\u00a0p. 171-178. New York: Springer.<\/li>\n<li>Yozgatligil, C. (2007) &#8220;<em>SAS Applications on VARMA Modelling and Cointegration Analysis<\/em>&#8221; in &#8220;Recent Advances in Statistics&#8221;, Turkish Statistical Institute Press, Chapter 10, pp. 129-140. ISBN: 978-975-01606-0-8.<\/li>\n<li><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ozdemir, O., &amp; Yozgatl\u0131gil, C. (2024). How to teach Data Visualization to Fresh Statisticians: A Case in Turkey. Journal of Data Applications. Paper ID 1472118 (Accepted). Okasha A, \u015eengezer S, K\u0131l\u0131n\u00e7 H, Pourreza E, Fincan C, Y\u0131lmaz T, Boran HB , Cengiz B, Yozgatl\u0131gil C, G\u00fcrses S, Turgut AE, Ar\u0131kan KB, Bengi \u00dcnal, \u00dcnal \u00c7, [&hellip;]<\/p>\n","protected":false},"author":6711,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-31","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/pages\/31","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/users\/6711"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/comments?post=31"}],"version-history":[{"count":0,"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/pages\/31\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/media?parent=31"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}