The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.
Online Program Home
Abstract Details
|
Activity Number:
|
352
|
|
Type:
|
Contributed
|
|
Date/Time:
|
Tuesday, July 31, 2012 : 10:30 AM to 12:20 PM
|
|
Sponsor:
|
Section on Bayesian Statistical Science
|
| Abstract - #305767 |
|
Title:
|
Multiple Feller Operators and Mixture Priors for the Spectral Density Function of a Random Field
|
|
Author(s):
|
Xiang Zhang*+
|
|
Companies:
|
|
|
Address:
|
300 Alumni Drive, Lexington, KY, 40503, United States
|
|
Keywords:
|
multi-dimensional feller operater ;
Feller prior ;
Markov Chain Monte Carlo ;
Periodogram
|
|
Abstract:
|
Bayesian nonparametric methods has grown extensively during the past years in analyzing spatially related data. Random Bernstein polynomial prior have been studied and applied in several areas including spatial statistics. In this paper, we will extend the multi-dimensional Bernstein prior to a more general multi-dimensional Feller prior and prove some theoretical property.
|
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 2012 program
|
2012 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.