Topics in Probability: Spring 2005 Math 7880-1

______________________________________________________________________ Time & Place: MWF 2:00-2:50 PM JWB 308 MWF 12:55-1:50 PM LCB 222 MW 4-5 PM, F 2-3 PM JWB 208 Instructor: Davar Khoshnevisan JWB 102 <my first name> aT math dOt utah dOt edu 801-581-3896 ______________________________________________________________________ Course Outline: We will concentrate on three themes:
  • Ergodic and Subadditive Ergodic Theory; Markov Chains; Stationary Processes
  • Weak Convergence of Probability Measures in the Space of Continuous Functions; Donsker's Theorem (weak convergence of random walks to Brownian motion)
  • Elements of Large Deviations (estimation of exceedingly small probabilities) It is possible that we may replace the third topic with "Elements of Stochastic Differential Equations," but this will be decided during the term. ______________________________________________________________________ Text: There isn't a fixed textbook for this course. However, I will suggest a number of useful books, and make papers available, if needed. ______________________________________________________________________ Prerequisites: Math 6040 and Math 6210; the first requirement will not be waived. ______________________________________________________________________ Grading: Every student is expected to turn in at least one of the assignments, and present one or two lectures on a related topic. The topic needs to be approved in advance by the instructor. ______________________________________________________________________ Announcements:
  • I will be out of the country the first two lectures. Please attend the first lecture. There is no lecture on Wednesday 12th.
  • The lecture times will be changed to 12:55-1:50 PM. The room will be announced the first day of the lectures. Karim Khader will have the instructions.
  • (1/14) Note the new lecture time/place.
  • (1/21) Note the new lecture times/place.
  • (1/21) Some notes on the ergodic theorem. More will be added later.
  • (2/12) Updated notes on the ergodic theorem.