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:
|
626
|
|
Type:
|
Contributed
|
|
Date/Time:
|
Thursday, August 2, 2012 : 8:30 AM to 10:20 AM
|
|
Sponsor:
|
Section on Survey Research Methods
|
| Abstract - #304683 |
|
Title:
|
Semi-Parametric Imputation of Panel Surveys
|
|
Author(s):
|
David Judkins*+ and Andrea Piesse and Wen-Chau Haung
|
|
Companies:
|
Abt Associates and Westat and Westat
|
|
Address:
|
4550 Montgomery Ave., Bethesda, MD, 20814, United States
|
|
Keywords:
|
Cyclic p-partition hotdecks
|
|
Abstract:
|
In 2007, Judkins, Krenzke, Piesse, Fan, and Haung reported on the performance of a new semi-parametric imputation algorithm designed to impute entire questionnaires with minimal human supervision while preserving important first- and second-order distributional properties. In a 2008 paper, we reported on procedures for post-imputation variance estimation to be used in conjunction with the semi-parametric imputation algorithm. In this paper, we discuss recent enhancements to handle very large longitudinal datasets for the Mental Health Treatment Study.
|
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.