ORF405: Regression and Applied Time Series, ORF505: Modern Regression and Time Series, ORF557: Stochastic Analysis Seminar
signal and image processing, stochastic processes, financial mathematics, stochastic partial differential equations, time frequency analysis, wavelets, image analysis
stochastic models and queuing theory, renewals, martingales, Markov processes, stochastic differential equations, dynamic point processes, mass transport by stochastic flows, applications to mathematics of insurance and finance, reliability of complex systems, modelling and estimation of natural hazards
dynamic resource management, traveler information and decision support, automated vehicle control systems, traveler information systems, personal rapid transit
stochastic models and queuing theory, performance and pricing models for telecommunications systems, symptotic analysis and stochastic bounds for queueing networks, theories of queues with time-varying rates, stochastic networks
Financial optimization models and associated algorithms. Asset management strategies for global pension plans, (re) insurance companies, and other long-term investors. Dynamic portfolio tactics for hedge funds. Replicating performance of active managers.
dynamic resource management, approximate dynamic programming and optimal learning, with applications in energy, homeland security, health and complex resource allocation problems
security pricing, stochastic models of finance, numerical methods and approximations of solutions, modeling and statistics of volatility, stochastic differential equations and computational methods