Please use this identifier to cite or link to this item:
http://hdl.handle.net/1942/19171
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | VANDENDIJCK, Yannick | - |
dc.contributor.author | FAES, Christel | - |
dc.contributor.author | HENS, Niel | - |
dc.date.accessioned | 2015-09-18T10:15:35Z | - |
dc.date.available | 2015-09-18T10:15:35Z | - |
dc.date.issued | 2015 | - |
dc.identifier.citation | Proceedings of the 30th International Workshop on Statistical Modelling, Volume 2, p. 283-286 | - |
dc.identifier.uri | http://hdl.handle.net/1942/19171 | - |
dc.description.abstract | In geostatistics, both kriging and smoothing splines are commonly used to predict a quantity of interest. The geoadditive model proposed by Kammann and Wand (2003) represents a fusion of kriging and penalized spline additive models. The fact that the underlying spatial covariance structure is poorly estimated using geoadditive models is a drawback. We describe K-splines, an extension of geoadditive models such that estimation of the underlying spatial process parameters and predictions of the spatial map are performed with the same accuracy and precision as in kriging. | - |
dc.language.iso | en | - |
dc.rights | The copyright remains with the author(s). | - |
dc.subject.other | covariogram; kriging; mixed model; penalized spline | - |
dc.title | Geostatistical analysis using K-splines in the geoadditive model | - |
dc.type | Proceedings Paper | - |
local.bibliographicCitation.conferencedate | 06/07/2015 - 10/07/2015 | - |
local.bibliographicCitation.conferencename | 30th International Workshop on Statistical Modelling | - |
local.bibliographicCitation.conferenceplace | Linz, Austria | - |
dc.identifier.epage | 286 | - |
dc.identifier.spage | 283 | - |
local.bibliographicCitation.jcat | C2 | - |
dc.description.notes | E-mail for correspondence: yannick.vandendijck@uhasselt.be | - |
local.type.refereed | Refereed | - |
local.type.specified | Proceedings Paper | - |
local.bibliographicCitation.btitle | Proceedings of the 30th International Workshop on Statistical Modelling, Volume 2 | - |
item.contributor | VANDENDIJCK, Yannick | - |
item.contributor | FAES, Christel | - |
item.contributor | HENS, Niel | - |
item.fulltext | With Fulltext | - |
item.fullcitation | VANDENDIJCK, Yannick; FAES, Christel & HENS, Niel (2015) Geostatistical analysis using K-splines in the geoadditive model. In: Proceedings of the 30th International Workshop on Statistical Modelling, Volume 2, p. 283-286. | - |
item.accessRights | Open Access | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
YV_IWSM.pdf | 85.61 kB | Adobe PDF | View/Open |
Google ScholarTM
Check
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.