Browsing Electronic Theses, Dissertations, and Records of Study (2002– ) by Author "Dahl, David B."
Now showing items 1-6 of 6
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Hartman, Brian Matthew (2011-10-21)Global marketing managers are keenly interested in being able to predict the sales of their new products. Understanding how a product is adopted over time allows the managers to optimally allocate their resources. With ...
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Joshi, Adarsh (2012-07-16)Bayesian methods are often criticized on the grounds of subjectivity. Furthermore, misspecified priors can have a deleterious effect on Bayesian inference. Noting that model selection is effectively a test of many hypotheses, ...
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Lennox, Kristin Patricia (2011-10-21)The protein structure prediction problem consists of determining a protein’s three-dimensional structure from the underlying sequence of amino acids. A standard approach for predicting such structures is to conduct a ...
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Kim, Sinae (Texas A&M University, 2007-09-17)The increased collection of high-dimensional data in various fields has raised a strong interest in clustering algorithms and variable selection procedures. In this disserta- tion, I propose a model-based method that ...
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Jeong, Jae Sik (2009-05-15)The objective of this dissertation is to develop a suitable statistical methodology for parameter estimation in long memory process. Time series data with complex covariance structure are shown up in various fields such ...
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Wang, Yiyi (2013-04-01)Three statistical models are developed to address problems in Next-Generation Sequencing data. The first two models are designed for RNA-Seq data and the third is designed for ChIP-Seq data. The first of the RNA-Seq models ...