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 3 of 3 for “"Point-Process Model"”.
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Stochastic Point Process Modeling for Engineering Applications
<p>Hawkes model or self-exciting point process model is a branching point process model. The model classifies the dataset of discrete events to background and offspring events. It has been used to study interconnected events in many fields, but relatively little work exists in applying these …
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Development of computational and experimental tools to study mechanotransduction in C.elegans and primates
… thesis presents the development of predictive models to gain an understanding of the processes leading to mechanosensation. More specifically we study and model (1) how surface loads are transmitted to embedded mechanoreceptors and (2) how one type of mechanoreceptor (slowly adapting type-i or …
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Optimal estimation in high-dimensional and nonparametric models
… of an estimation procedure in statistical modelling. This thesis looks at several problems in high-dimensional and nonparametric statistics and proposes novel estimation procedures. It then provides statistical guarantees on the performance of these methods and establishes whether those are …