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- W639552687 abstract "Study Design for Longitudinal and High Dimensional Measures by Meihua Wu Chair: Brisa N. Sanchez Study design is the foundation of successful clinical or epidemiological studies. Ever since the seminal work of Fisher (1935), research in this area has blossomed and many innovative concepts and approaches have been developed. Despite extensive literature on study design, new challenges for study design continue to emerge as innovative technologies push the limits of what can be investigated with a clinical or epidemiological study. For instance, tools for ecological momentary assessment of behaviors or biological markers, or high throughput experiment devices such as microarrays open the opportunity to measure complex biological processes over time, or the expression levels of millions of genetics or proteomics biomarkers simultaneously. In this dissertation, we develop novel design methodologies for studies employing these new data collection techniques, namely: 1) studies involving repeated measures of nonlinear profiles in biomarker studies with the objective of estimating features of the profile; 2) studies involving data with underlying functional response with the objective of capturing the mean profile and between subject variability; 3) studies involving high dimensional genetics and proteomics data with the objective of constructing classifiers with high probability of correct classification. Correspondingly, our research is" @default.
- W639552687 created "2016-06-24" @default.
- W639552687 creator A5053374935 @default.
- W639552687 date "2013-01-01" @default.
- W639552687 modified "2023-09-27" @default.
- W639552687 title "Study Design for Longitudinal and High Dimensional Measures." @default.
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