Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"Statistical Network Analysis"”.
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Recent Advances on Statistical Network Analysis and Multi-task Learning for Complex Data
… This dissertation focuses on developing advanced statistical methods to address the challenges in analyzing social network data and clinical trial data. First, I propose a novel exponential random graph model (ERGM) to study the common knowledge (CK) phenomenon in Facebook social networks. Unlike …
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Algorithms for bundling and pricing trucking services: Deterministic and stochastic approaches
… the incorporation of new businesses to their networks, look for economic and optimal operations, and develop revenue management strategies. Reverse combinatorial auctions for trucking services are real-world examples that illustrate the necessity of such strategies. In these auctions, a …
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Inferring differences between networks using Bayesian exponential random graph models
… connectivity can be characterised as a network, with nodes corresponding to brain regions and edges corresponding to statistical dependencies between the respective regional time series of activity. A typical neuroimaging dataset will thus consist of one or more networks for each …
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Statistical inference in complex networks: community detection, change-point detection, link prediction, and two-sample testing
Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2027-08-01
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Dimension reduction methods for quantifying local variable importance and the statistical analysis of network data
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2024-08-01