Linear Discriminant Analysis of Multivariate Spatial-Temporal Regressions

DOI10.1111/j.1467-9469.2005.00421.xzbMath1089.62074OpenAlexW2066332865MaRDI QIDQ5467693

Jūratė Šaltytė Benth, Kȩstutis Dučinskas

Publication date: 24 May 2006

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9469.2005.00421.x

zbMATH Keywords

asymptotic expansionprobability of misclassificationempirical Bayes classifier

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (9)

Performance of the supervised generative classifiers of spatio-temporal areal data using various spatial autocorrelation indexes ⋮ Supervised linear classification of Gaussian spatio-temporal data ⋮ Nonparametric discrimination of areal functional data ⋮ Error rates in classification of multivariate Gaussian random field observation ⋮ A Spatial-temporal Model for Temperature with Seasonal Variance ⋮ An overview of approaches to the analysis and modelling of multivariate geostatistical data ⋮ Multiclass classification of the scalar Gaussian random field observation with known spatial correlation function ⋮ Approximation of the expected error rate in classification of the Gaussian random field observa\-tions ⋮ Classification of Gaussian spatio-temporal data with stationary separable covariances

Cites Work

• The effect of spatial autocorrelation on the error rates of the linear discriminant functions
• Estimating and modeling space-time correlation structures.
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