JSM 2005 - Toronto

Abstract #302574

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Legend: = Applied Session, = Theme Session, = Presenter
Activity Number: 213
Type: Invited
Date/Time: Tuesday, August 9, 2005 : 8:30 AM to 10:20 AM
Sponsor: WNAR
Abstract - #302574
Title: Marginalized Models for Multivariate Longitudinal Binary Data
Author(s): Michael Daniels*+
Companies: University of Florida
Address: 207 Griffin-Floyd Hall, Gainesville, FL, 32611,
Keywords:
Abstract:

Models and inference for longitudinal data often consider different types of responses independently. However, this can result in loss of efficiency and potential biases, especially in the context of data not missing completely at random. This talk will discuss models that directly model the marginal effect of covariates on responses in the setting of multivariate longitudinal binary data. These models will be illustrated using data from the Iowa Youth and Families Project. If time permits, extension of these methods to ordinal data will be discussed.

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Revised March 2005