JSM Preliminary Online Program
This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 11
Type: Invited
Date/Time: Sunday, July 29, 2007 : 2:00 PM to 3:50 PM
Sponsor: ASA, Utah Chapter
Abstract - #308043
Title: Analyzing Repeated Neuropsychiatric, Cognitive, and Functional Measures in a Population-Based Study of Dementia
Author(s): Chris Corcoran*+ and Carl F. Pieper and Peter Zandi
Companies: Utah State University and Duke University and Johns Hopkins University
Address: 3900 Old Main Hill, Logan, UT, 84322-3900,
Keywords: repeated measures ; dementia ; cognition ; multivariate models ; latent class
Abstract:

Studies of elderly dementia patients incorporate a variety of measures to characterize the course of dementia. These metrics can be divided into three general categories - cognitive, behavioral, and functional - each consisting of subscales designed to capture more specific aspects of individual symptoms. Understanding what influences rates of change across these domains, and how these rates interact over time, may assist in creating and improving treatments. We illustrate the issues relative to analyzing repeated-measures data across multiple domains with data from the Cache County Memory Study - one of the only existing population-based longitudinal studies of dementia. In particular, we discuss and compare the use of multivariate hierarchical linear models and latent class trajectory analyses to assess patterns of change and correlations between trajectories across domains.


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Revised September, 2007