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Showing 1 to 3 of 3 for “"Changepoint Analysis"”.
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Parametric Resampling Methods for Retrospective Changepoint Analysis
Changepoint analysis is a useful tool in environmental statistics in that it provides a methodology for threshold detection and modeling processes subject to periodic changes in the underlying model due to anthropogenic effects or natural phenomena. Several applications of changepoint analysis are …
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Scalable Autonomous Network Control using Minimally Informed Agents
… criticality studies and one study into network changepoint analysis were conducted. The first study was direct propagation of linearly increasing criticality over a generated network. When telecoms networks cannot route data packets to an asset because it is processing other packets, they are …
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High-Dimensional Inference with Heterogeneous Data
Modern large-scale data offers the exciting prospect of advancing our understanding of many scientific phenomena, but also presents significant computational and statistical challenges for traditional inference methods. A core assumption that underpins much of statistical theory and modelling is …