Gaussian processes for time-series modelling
Resource history | v1 (current) | created by janarez
Details
Gaussian processes for time-series modelling
see v1 | created by janarez | Add topic "Gaussian process"
- Title
- Gaussian processes for time-series modelling
- Type
- Paper
- Created
- 2013-02-13
- Description
- In this paper, we offer a gentle introduction to Gaussian processes for time-series data analysis. The conceptual framework of Bayesian modelling for time-series data is discussed and the foundations of Bayesian non-parametric modelling presented for Gaussian processes. We discuss how domain knowledge influences design of the Gaussian process models and provide case examples to highlight the approaches.
- Link
- https://royalsocietypublishing.org/doi/10.1098/rsta.2011.0550
- Identifier
- ISSN: 1364-503X, 1471-2962
authors
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topics
about Gaussian process
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