• Doktora, Orta Doğu Teknik Üniversitesi, 1995
• Yüksek Lisans, Orta Doğu Teknik Üniversitesi, 1987
• Lisans, Orta Doğu Teknik Üniversitesi, 1985

• Rasgele fonksiyonlar ve uygulamalar
• Zaman serisi analizi
• Stokastik süreçler
• Risk ve karar analizi
• Deprem mühendisliğinde stokastik modelleme
• Sismik tehlike analizi ve deprem sigortası
• Güvenilirlik
• Sağlam çıkarım
• Otoregresyon 

Kitaplar:

• Tiku, M. L. and Akkaya, A. D. Robust Estimation and Hypothesis Testing. New Age International Publishers (P):New Delhi, 2004.

Kitaplardaki Bölümler:

• Yücemen, M. S. and Akkaya, A. D., “A Comparative Study of Stochastic Models for Seismic    Hazard Estimation”, Land-Based and Marine Hazards: Scientific and  Management Issues, Series on Advances in Natural and Technological Hazards Research, ed. M. I. El-Sabh, S. Venkatesh, H. Denis ve T. S. Murty, 5-24, Kluwer Academic Publishers, The Netherlands, 1995.
• Akkaya, A. D. and VanMarcke, E., “Estimation of Spatial Correlation of Soil Parameters Based on Data from the TexasA&MUniversityNGES”, Probabilistic Site Characterization at the National Geotechnical Experimentation Sites,  ASCE Geotechnical Special Publication, ed. E. H., VanMarcke and G. A. Fenton, No. 121, pp. 29-40,New York, 2003.  

Makaleler:

• Akkaya, A. D., Balcı, S., and Ülgen B. E., “Modified Maximum Likelihood Estimators Using Ranked Set Sampling”, Journal of Computational and Applied  Mathematics, 238,171-179 (2013)
• Şahinoğlu, M, Akkaya A. D. and Ang, D.,” Can We Assess and Monitor Privacy and Security Risk for Social Networks”, Procedia Social and Behavioral Sciences,  57, 163-169 (2012).
• Akkaya, A. D., and Yucemen, M. S., “ Robust  Estimation of Magnitude-Frequency  Relationship Parameters”, Structural Safety, 38, 32-39 (2012).
• Tiku, M. L. and Akkaya, A. D., “Random Design in Regression Models” (invited paper). JISAS. 64(2) 157-170 (2010).
• Akkaya, A. D. and Bayrak Ö. T., “Estimating Parameters of a Multiple Autoregressive Model by  the Modified Maximum  Likelihood Method ”. Journal of Computational and Applied Mathematics , 233,1763-1772 (2010).
• Tiku, M. L. and Akkaya, A. D., “Estimation in Multifactor Polynomial Regression under Non-normality”  (invited paper). Pak. J. Statistics, 25(4) (2010).
• Akkaya, A. D. ve Tiku, M. L.,  “Estimating Parameters in Autoregressive Models with Asymmetric Innovations”. Statistics and Probability Letters, 5-6 (2008).
• Akkaya, A. D. ve Tiku, M. L.,  “ Short-tailed Distributions and Inliers”. Test, 17, 282-296 (2008).
• Akkaya, A. D. ve Tiku, M. L.,  “Autoregressive Models with Short-tailed Symmetric Distributions”. Statistics, 42, 3, 207-221 (2008).
• Akkaya, A. D. ve Tiku, M. L.,  “Robust Estimation in Multiple Linear Regression Model with Non-Gaussian Noise”. Automatica,44, 407-417  (2008).