Course Descriptions: Summer Session 2016
MATH-GA 2901 BASIC PROBABILITY
May 23 - July 5
Tuesday, Thursday 6:00–8:20 p.m.
Credits: 3 points
Instructor: Robert Thompson
Prerequisites: Single variable and
multivariable calculus, including sequences and series,
partial derivatives and multiple integrals.
The text for this course is Probability and
Random Processes, 3rd edition, by Geoffrey Grimmett and David
Stirzaker, Oxford University Press. We will cover the first
five chapters and portions of the sixth and thirteenth chapter
of the text. Topics will include probability spaces, random
variables, probability distributions, generating functions,
law of large numbers and the central limit theorem, random
walks, discrete and continous Markov processes. Homework will
be due once a week (and will be put up on the board in class
and posted on the instructor's website). We will have a one
hour midterm exam, announced a week in advance. There will be
NO MAKEUPS. The final exam will be cumulative, but skewed
toward the last half of the term.
For more information about the Basic
Probability course, please visit the website: http://math.hunter.cuny.edu/thompson/NYUprobability
Text: Grimmett, G.R., &
Stirzaker, D.R. (2001). Probability
and Random Processes (3rd ed.). New York, NY:
Oxford University Press.
MATH-GA 2902 STOCHASTIC CALCULUS
May 23 - August 16
Tuesday, 6:00-8:20 p.m.
Credits: 3 points
Instructor: Alexey Kuptsov
Prerequisite: MATH-GA 2901 Basic Probability or equivalent.
Review of basic probability and useful
tools. Bernoulli trials and random walk. Law of large numbers
and central limit theorem. Conditional expectation and
martingales. Brownian motion and its simplest properties.
Diffusion in general: forward and backward Kolmogorov
equations, stochastic differential equations and the Ito
calculus. Feynman-Kac and Cameron-Martin Formulas.
Applications as time permits.
Recommended Text: Durrett, R. (1996). Probability and Stochastics Series [Series, Bk. 6]. Stochastic Calculus: A Practical Introduction. New York, NY: CRC Press.
Recommended Text: Durrett, R. (1996). Probability and Stochastics Series [Series, Bk. 6]. Stochastic Calculus: A Practical Introduction. New York, NY: CRC Press.
Revised January 2016