This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
|
Activity Number:
|
37
|
|
Type:
|
Contributed
|
|
Date/Time:
|
Sunday, August 1, 2010 : 2:00 PM to 3:50 PM
|
|
Sponsor:
|
Section on Physical and Engineering Sciences
|
| Abstract - #306805 |
|
Title:
|
On Intrinsic Degeneracy of Spatial-Temporal Processes
|
|
Author(s):
|
Wanli Min*+
|
|
Companies:
|
IBM T.J. Watson Research Center
|
|
Address:
|
, , NY, 10549,
|
|
Keywords:
|
Spatial Temporal ;
Degeneracy ;
Dimensionality ;
Network
|
|
Abstract:
|
Quite often we see spatial-temporal processes with space-time dependent variation and seasonal behavior in various applications. High dimensionality and complicate temporal evolving pattern poses serious challenges. In this paper, we establish a statistical procedure of uncovering underlying fine structure of some spatial-temporal processes. We will prove consistency and optimality of our procedure. Such fine structure provides a framework suitable for statistical inference of such process. A real application to road network traffic prediction and control optimization will be discussed.
|
The address information is for the authors that have a + after their name.
Authors who are presenting talks have a * after their name.
Back to the full JSM 2010 program
|
2010 JSM Online Program Home
For information, contact jsm@amstat.org or phone (888) 231-3473.
If you have questions about the Continuing Education program, please contact the Education Department.