Department of Mathematics

Indian Institute of Science

Bangalore 560 012

 

SEMINAR

 

Speaker

:

Prof. Arup Bose
Affiliation : ISI, Kolkata

Subject Area

:

Mathematics

 

Venue

:

Lecture Hall - I, Dept. of Mathematics

 

Time

:

2.00 pm

 

Date  

:

Oct 21, 2009 (Wednesday)

Title

:

Limiting Spectral Distribution of Large Dimensional Random Matrices: Another Look at the Moment Method
Abstract

:

C Methods to establish the limiting spectral distribution (LSD) of large dimensional random matrices include the moment method which
invokes the trace formula. Its success has been demonstrated in several types of matrices such as the Wigner matrix and the sample variance covariance
matrix. In a recent article Bryc, Dembo and Jiang (2006) establish the LSD for random Toeplitz and Hankel matrices using the moment method. They
perform the necessary counting of terms in the trace by splitting the relevant sets into equivalence classes and relating the limits of the
counts to certain volume calculations. We develop this method further and provide a general framework to deal with symmetric patterned matrices with
entries coming from an independent sequence. This approach can be extended to cover matrices of the form Ap =XX'/n where X is a pxn matrix with p
going infinity and n = n(p) going to infinity and p/n going to y between 0 and infinity. The method can also be used to cover some situations where
the "input" sequence is a suitable linear process. Several new classes of limit distributions arise and many interesting questions remain to be answered.