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Examining the Relationship of Dietary Component Intakes to Each Other and to Mortality

Title: Examining the Relationship of Dietary Component Intakes to Each Other and to Mortality.
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Name(s): Alrajhi, Sharifah, author
McGee, Daniel, professor directing dissertation
Levenson, Cathy W., university representative
Niu, Xufeng, committee member
Sinha, Debajyoti, committee member
Florida State University, degree granting institution
College of Arts and Sciences, degree granting college
Department of Statistics, degree granting department
Type of Resource: text
Genre: Text
Issuance: monographic
Date Issued: 2015
Publisher: Florida State University
Place of Publication: Tallahassee, Florida
Physical Form: computer
online resource
Extent: 1 online resource (112 pages)
Language(s): English
Abstract/Description: In this essay we present analysis examining the basic dietary structure and its relationship to mortality in the first National Health and Nutrition Examination Survey (NHANES I) conducted between 1971 and 1975. We used results from 24-hour recalls on 10,483 individuals in this study. All of the indivduals in the analytic sample were followed through 1992 for vital status. The mean follow-up period for the participants was 16 years. During follow-up 2,042 (48%) males and 1,754 (27%) females died. We first attempted to capture the inherent structure of the dietary data using principal components analyses (PCA). We performed this estimation separately for each race (white and black) and gender (male and female) and compared the estimated principal components among these four strata. We found that the principal components were similar (but not identical) in the four strata. we also related our estimated principal components to mortality using Cox Proportional Hazards (CPH) models and related dietary component to mortality using forward variable selection.
Identifier: FSU_2015fall_Alrajhi_fsu_0071E_12802 (IID)
Submitted Note: A Dissertation submitted to the Department of Statistics in partial fulfillment of the requirements for the degree of Doctor of Philosophy.
Degree Awarded: Fall Semester 2015.
Date of Defense: July 13, 2015.
Bibliography Note: Includes bibliographical references.
Advisory Committee: Dan McGee, Professor Directing Dissertation; Cathy Levenson, University Representative; Xufeng Niu, Committee Member; Debajyoti Sinha, Committee Member.
Subject(s): Statistics
Persistent Link to This Record: http://purl.flvc.org/fsu/fd/FSU_2015fall_Alrajhi_fsu_0071E_12802
Owner Institution: FSU

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Alrajhi, S. (2015). Examining the Relationship of Dietary Component Intakes to Each Other and to Mortality. Retrieved from http://purl.flvc.org/fsu/fd/FSU_2015fall_Alrajhi_fsu_0071E_12802