Matérn Cross-Covariance Functions for Multivariate Random Fields
- Author
- GNEITING, Tilmann1 ; KLEIBER, William2 ; SCHLATHER, Martin3
[1] Institut für Angewandte Mathematik, Universität Heidelberg, Germany
[2] Department of Statistics, University of Washington, Germany
[3] Institut für Mathematische Stochastik, Universität Göttingen, Germany - Source
Journal of the American Statistical Association. 2010, Vol 105, Num 491, pp 1167-1177, 11 p ; ref : 1 p.1/4
- CODEN
- JSTNAL
- ISSN
- 0162-1459
- Scientific domain
- Mathematics
- Publisher
- American Statistical Association, Alexandria, VA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Co-kriging Convolution Cross-correlation Gaussian spatial random field Matérn class Maximum likelihood Multivariate geostatistics Numerical weather prediction Positive definite
- Keyword (fr)
- Analyse covariance Analyse image Analyse multivariable Analyse variance Champ aléatoire Champ gaussien Coefficient corrélation Convolution Corrélation croisée Estimation erreur Estimation statistique Fonction aléatoire Fonction matricielle Fonction n variables Géostatistique Krigeage Loi marginale Longueur corrélation Matrice covariance Maximum vraisemblance Modèle linéaire Méthode statistique Processus stochastique Prédiction Prévision météorologique Régression statistique Surface Théorie filtrage Théorie prédiction Variance 15A15 60G25 60G60 62J10 62M20 62M40 65F60 Famille paramétrique Fonction covariance
- Keyword (en)
- Covariance analysis Image analysis Multivariate analysis Variance analysis Random field Gaussian field Correlation coefficient Convolution Cross correlation Error estimation Statistical estimation Random function Matrix function N variable function Geostatistics Kriging Marginal distribution Correlation length Covariance matrix Maximum likelihood Linear model Statistical method Stochastic process Prediction Weather forecast Statistical regression Surface Filtering theory Prediction theory Variance Parametric family Covariance function
- Keyword (es)
- Análisis covariancia Análisis imagen Análisis multivariable Análisis variancia Campo aleatorio Campo gaussiano Coeficiente correlación Convolución Correlación cruzada Estimación error Estimación estadística Función aleatoria Función matricial Función n variables Geoestadística Kriging Ley marginal Longitud correlación Matriz covariancia Maxima verosimilitud Modelo lineal Método estadístico Proceso estocástico Predicción Predicción meteorológica Regresión estadística Superficie Variancia
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H01 Probability theory and stochastic processes / 001A02H01H Stochastic processes
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02A General topics
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02M Inference from stochastic processes; time series analysis
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02N Applications
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 23392887
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1198/jasa.2010.tm09420 
https://dx.doi.org/10.1198/jasa.2010.tm09420
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