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Physical Sciences and Mathematics Commons

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Mathematics

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Georgia State University

Theses/Dissertations

2005

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Analyzing The Combination Of Polymorphisms Associating With Antidepressant Response By Exact Conditional Test, Baofu Ma Aug 2005

Analyzing The Combination Of Polymorphisms Associating With Antidepressant Response By Exact Conditional Test, Baofu Ma

Mathematics Theses

Genetic factors have been shown to be involved in etiology of a poor response to the antidepressant treatment with sufficient dosage and duration. Our goal was to identify the role of polymorphisms in the poor response to the treatment. To this end, 5 functional polymorphisms in 109 patients diagnosed with unipolar, major depressive disorder are analyzed. Due to the small sample size, exact conditional tests are utilized to analyze the contingency table. The data analysis involves: (1) Exact test for conditional independence in a high dimensional contingency table; (2) Marginal independence test; (3) Exact test for three-way interactions. The efficiency …