The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.
Abstract Details
|
Activity Number:
|
152
|
|
Type:
|
Invited
|
|
Date/Time:
|
Monday, August 1, 2011 : 10:30 AM to 12:20 PM
|
|
Sponsor:
|
Section on Nonparametric Statistics
|
| Abstract - #300391 |
|
Title:
|
Various Aspects of Model Selection in Functional/Longitudinal Data Analysis
|
|
Author(s):
|
Naisyin Wang *+
|
|
Companies:
|
University of Michigan
|
|
Address:
|
University of Michigan, 447 West Hall 1085 S. University, , Ann Arbor, MI, 48109-1107,
|
|
Keywords:
|
functional data analysis ;
longituidnal data analysis ;
basis function
|
|
Abstract:
|
In functional and longitudinal data analysis, there are various factors that might determine the quality of the outcomes. In this talk, we will discuss similarities as well as differences between handling functional and longitudinal data. Issues such as the choices of basis functions, model selection and accommodating heterogeneity features in the data will be addressed. We will illustrate our findings through analysis of simulated and field data sets. Part of the work is joinly done with RJ Carroll, Y. Li and JH Zhou.
|
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 2011 program
|
2011 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.