- Applied probability, statistics, stochastic processes
- Martingales, Markov processes, Lévy processes,
random
measures
- Optimal stopping, stochastic optimal control with
applications
in
finance and engineering
- Bayesian sequential analysis; sequential change detection,
hypothesis
testing
Selected
Publications:
- S. O. Sezer. On the Wiener
disorder problem. Annals of Applied
Probability, 20:4, 1537-1566.
- S. Dayanik and S. O. Sezer. Sequential sensor installation
for
Wiener
disorder detection. Mathematics of Operations Research, 41:3, 827-850.
- C. Uru, S. Dayanik, and S. O. Sezer. Compound Poisson disorder
problem with uniformly distributed disorder time. Bernoulli, 29:3,
2272-2294.
- S. Dayanik, H. V. Poor, and S. O. Sezer. Multisource
Bayesian
sequential change detection. Annals of Applied Probability, 18:2,
552-590.
- J. B. G. Frenk, B. Pourghannad, and S. O. Sezer. A static
model
in
single leg flight airline revenue management. Transportation Science,
51:1, 214-232.
- S. Dayanik and S. O. Sezer. Optimal dynamic multi-keyword
bidding policy of an advertiser in search-based advertising.
Mathematical Methods of Operations Research, 97:1, 25-56.
- K. Kilic, M. G. Saygi, and S. O. Sezer. A mathematical
model
for
personalized advertisement in virtual reality environments.
Mathematical Methods of Operations Research, 85:2, 241-264.
- S. Dayanik and S. O. Sezer. Multisource Bayesian sequential
binary
hypothesis testing problem. Annals of Operations Research,
201:1,
99-130.
- M. Ludkovski and S. O. Sezer. Finite horizon decision
timing
with
partially observable Poisson processes. Stochastic Models, 28:2,
207-247.
- S. Dayanik, H. V. Poor, and S. O. Sezer. Sequential
multi-hypothesis
testing for compound Poisson processes. Stochastics, 80:1, 19-50.
- E. Bayraktar and S. O. Sezer. Online change detection for a
Poisson
process with a phase-type change-time distribution. Sequential
Analysis, 28:2, 218-250.
- S. Dayanik and S. O. Sezer. Compound Poisson disorder
problem.
Mathematics of Operations Research. 31:4, 649-672. (First Place in the
INFORMS 2005 JFIG Paper Competition).
Courses
Offered at Sabancı
University:
- IE 605 Advanced Topics in Stochastic Processes
- IE 581 Special Topics in Industrial Eng.: Probability and
Stochastics
- IE 58005 / IE 48002 Advanced Statistics with R
- IE 532 / IE 432 Stochastic Models in Finance
- IE 503 Stochastic Processes
- IE 412 Financial Engineering
- IE 302 Stochastic Models in Operations Research
- MATH 410 Introduction to Stochastic Calculus
- MATH 306 Statistical Modelling
- MATH 203 Introduction to Probability