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 2 of 2 for “"Bayesian Hierarchical Clustering"”.
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Implementation, adaptation and evaluation of statistical analysis techniques for next generation sequencing data
… These include simple analysis techniques, hierarchical clustering techniques (both Bayesian and Frequentist) and various methods for finding differential expression between groups of samples. These methods range from simple comparison techniques to more complicated computational methods, …
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Bayesian Modeling of Complex High-Dimensional Data
… of this dissertation is to develop innovative Bayesian methodologies to enable effective and efficient knowledge discovery from complex high-dimensional data. It contains two parts—the development of computationally efficient functional mixed models and the modeling of data heterogeneity via …