This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
|
Activity Number:
|
175
|
|
Type:
|
Contributed
|
|
Date/Time:
|
Monday, August 2, 2010 : 10:30 AM to 12:20 PM
|
|
Sponsor:
|
ENAR
|
| Abstract - #306460 |
|
Title:
|
Analysis of Discrete Longitudinal Data Using Weighted Pseudo-Likelihood Method
|
|
Author(s):
|
Abdus Sattar Sattar*+
|
|
Companies:
|
Case Western Reserve University
|
|
Address:
|
, Cleveland, OH, 44106,
|
|
Keywords:
|
Discrete longitudinal data ;
nonignorable missingness ;
pseudo likelihood method ;
inverse probability weighted augmented method
|
|
Abstract:
|
Generalized linear mixed model is a widely used technique for analyzing discreate longitudinal outcome data. However logitudial data frequently suffers from the nonignorable missingness. In this study we are proposing to analyze this type of data using pseudo likelihood method by incorporating inverse probability weights augmented (IPWA) to account for the nonignorable missingness. Results from the simulation study will be presented to measure performence of the proposed mehtod. We will also apply this method to a real data set.
|
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.