JSM 2005 - Toronto

Abstract #303421

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Legend: = Applied Session, = Theme Session, = Presenter
Activity Number: 437
Type: Topic Contributed
Date/Time: Wednesday, August 10, 2005 : 2:00 PM to 3:50 PM
Sponsor: Biometrics Section
Abstract - #303421
Title: Analysis of Spatially-correlated Multidimensional Longitudinal Data
Author(s): Jason Roy*+
Companies: University of Rochester
Address: 601 Elmwood Ave, Rochester, NY, 14642, United States
Keywords: latent variable ; random effects ; repeated measures ; lattice data
Abstract:

We consider studies where data are collected at several locations on each unit repeatedly over time. The locations have a hierarchical structure. The responses from these locations on a given unit are likely spatially correlated. We specify a hierarchical model that accounts for several types of correlation. We also propose a fully Bayesian model and describe MCMC methods for inference. The methods are used to analyze NHANES III data.

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