statistics faculty at unc-ch _____________
gkall@email.unc.edu
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![]() Education
Faculty Positions
Invited Cambanis Memorial Lecturer, Greek Statistics Conference, Piraeus, Greece, May 1997.
(1) A new approach to nonlinear filtering and prediction theory, based on white noise calculus, has been developed in conjunction with R.L. Karandikar. Further ramifications and a possible extension are being considered. (2) Stochastic differential equations whose solutions take values in duals of nuclear spaces are being investigated. Such equations arise when stochastic partial differential equations do not have regular solutions, and also in various applications in neurophysiology, environmental pollution and certain problems of applied mathematics. (3) Another actively developing area is concerned with chaos expansions, stochastic integrals and infinite dimensional calculus. This deals with a number of important topics,including the Stratonovich form of multiple Wiener integrals, applications to the Feynman integral, and to anticipative stochastic integration. (4) The time domain and spectral theory of two parameter stationary random fields is being developed jointly with V. Mandrekar, with a view to applications in texture analysis and image processing. Selected Publications
Diffusion equations in duals of nuclear spaces (with I. Mitoma and R. Wolpert), Stochastics, 29 (1990), 285-329. Homogeneous chaos, p-forms, scaling and the Feynman integral (with G.W. Johnson), Transactions of the American Mathematical Society, 340 (1993), 503-548. Stochastic Differential Equations in Infinite Dimensions (with J. Xiong), IMS Monograph Series, Vol. 25 (1996). |