Bayesian smoothing and step functions in the nonparametric estimation of curves and surfaces
Various problems are considered mainly in the field of spatial statistics: image restoration, modelling of interactions in a spatial point pattern, and estimation of Poisson intensities both in time and space with and without covariates. These tasks are tackled following a new nonparametric Bayesian...
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| Format: | Doctoral dissertation |
| Language: | eng |
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1997
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| Online Access: | https://jyx.jyu.fi/handle/123456789/103784 |
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Bayesian smoothing and step functions in the nonparametric estimation of curves and surfaces
Published 1997
Doctoral dissertation