Scalable inference in state-space models
This thesis provides a set of novel Monte Carlo methods to perform Bayesian inference, with an emphasis on a state-space modelling framework. The thesis comprises three self-contained research papers. The first paper works at the interface of modelling and inference, extending existing work to devel...
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| Format: | Thesis |
| Language: | English |
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2019
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