Special Lecture
Abstract by
Professor Yeneng Sun
National University of Singapore
-
A New Product Space to Make Independence Work for the Continuum.
Independence has long been a primary focus of probability theory.
There are several versions of independence in the literature, such as
pairwise independence and versions of independence involving a
multiple number of random variables. For a finite collection of random
variables, these notions are distinct. New properties arise, however,
when mass phenomena are studied. Since one cannot put a uniform
probability measure on a countably infinite set, the continuum is
commonly used to model a very large number of entities. The
problem here, as Doob showed, is that there are measurability
problems with the usual product space models when the random
variables of a continuous parameter process are independent and
have a common distribution. The aim of this talk is to discuss a new
product space for which these measurability problems do not arise.
For this space, all of the notions of independence are, in fact, almost
identical to their pairwise counterpart. We show that in the usual
sequential setting, these notions are asymptotically equivalent, and
that various seemingly unrelated multiplicative properties of random
variables can be unified. Applications include some mass phenomena
in economics.
- Tuesday, April 13, 1999.
4:00 PM - 245 Altgeld Hall - SPECIAL LECTURE