On a Linear Functional Mixed Effect Model for Spatial Data
Impacte
Metadades
Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7037
comunitat-uji-handle3:10234/8635
comunitat-uji-handle4:
INVESTIGACIONMetadades
Títol
On a Linear Functional Mixed Effect Model for Spatial DataData de publicació
2019-08-29Editor
Iranian Statistical SocietyCita bibliogràfica
NASIRZADEH, Roya; MATEU, Jorge; SOLTANI, Ahmad Reza. On a linear functional mixed effect model for spatial data. Journal of Iranian Statistical Society (JIRSS), 2019, 18.2: 115-137.Tipus de document
info:eu-repo/semantics/articleVersió de l'editorial
http://jirss.irstat.ir/article-1-490-en.htmlVersió
info:eu-repo/semantics/publishedVersionParaules clau / Matèries
Resum
This paper introduces a functional mixed effect random model to model spatial data. In this model, the spatial locations form the index set, while the contributing
effects to the response variable are set as a linear ... [+]
This paper introduces a functional mixed effect random model to model spatial data. In this model, the spatial locations form the index set, while the contributing
effects to the response variable are set as a linear mixture of fixed and random effects.
These fixed and random effects are linear combinations of L2 functions and random
elements, respectively. However, the corresponding linear factors depend on the spatial location variable. Therefore, we develop estimation procedures to estimate the
fixed and random coefficients, using spatial functional principal component analysis.
Then, we perform prediction by adapting the functional universal kriging method to
our model. [-]
Drets d'accés
info:eu-repo/semantics/openAccess
Apareix a les col.leccions
- INIT_Articles [752]
- MAT_Articles [763]
Els següents fitxers sobre la llicència estan associats a aquest element: