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Biostatistics Theses and Dissertations

Theses and Dissertations for the Biostatistics department.

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Analysis of Longitudinal Binary Data from Behavioral Medicine

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Description:: This thesis work is motivated by the specific challenges in analyzing data from clinical trials in behavioral medicine. Specifically, smoking cessation and physical activity trials. …
Year:: 2009
Contributor:: Dunsiger, Shira (creator); Hogan, Joseph (director); Gatsonis, Constantine (reader); Marcus, Bess (reader); Brown University. Division of Biology and Medicine. Biostatistics (sponsor)
Genre:: theses
Subject:: longitudinal binary data; behavioral medicine; causal inference; ATE; LCM; Medicine and psychology; Mediation
Collection:: Biology and Medicine; Theses and Dissertations; Public Health; Biostatistics; Theses and Dissertations

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Causal Inference for Mediation Effects

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Description:: This thesis work is motivated by the specific challenges in analyzing data from behavioral trials. Specifically, SRIDE study designed to increase physical activity. Typically, the …
Year:: 2012
Contributor:: zhang, jing (creator); hogan, joseph (Director); Ombao, Hernando (Reader); Liu, Tao (Reader); Kahler, Christopher (Reader); Brown University. BIOMED: Biostatistics (sponsor)
Genre:: theses
Subject:: causal; regression; Causation; Mediation; Regression analysis
Collection:: Public Health; Biostatistics; Theses and Dissertations

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