Longitudinal Data Observed Over Unequal Time Intervals : Modeling Correlations In The Analysis Of Binary Outcomes Data

Language: English

Published by VDM Verlag Dr. Müller, 2008

3639110145 / 9783639110142

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nach der Bestellung gedruckt Neuware - Printed after ordering - This monograph extends previous work on the evaluation of GEE performance in parameter estimation with correlation structure misspecification. It examines a new structure to model the correlation between binary responses observed over unequal time intervals. The proposed unequal-time correlation structure accounts for unequal intervals by fixing the correlation coefficient and interval length between the first 2 observations and by adjusting the correlations for subsequent pairs by their relative interval length.To evaluate this structure, correlated binary responses under the logistic model were generated with the unequal time correlation structure for a full range of positive correlations and strength of association under different scenarios of number of measurements, sample size and prevalence of exposure. The model was evaluated when the working correlation structure was misspecified as exchangeable, 1st order autoregressive, unstructured, or when alternating logistic regression was employed.

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Title
Longitudinal Data Observed Over Unequal Time Intervals : Modeling Correlations In The Analysis Of Binary Outcomes Data
Author
Soe Soe Thwin
Publisher
VDM Verlag Dr. Müller
Publication year
2008
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639110145
ISBN 13
9783639110142
Item weight
351 grams
Dimensions
220x150x13 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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