Spatial Statistics

Papers
(The H4-Index of Spatial Statistics is 15. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Capturing spatial dependence of COVID-19 case counts with cellphone mobility data60
Computationally efficient localised spatial smoothing of disease rates using anisotropic basis functions and penalised regression fitting58
A flexible class of priors for orthonormal matrices with basis function-specific structure49
Determination of the best weight matrix for the Generalized Space Time Autoregressive (GSTAR) model in the Covid-19 case on Java Island, Indonesia41
A more accurate estimation with kernel machine for nonparametric spatial lag models32
Bayesian geographically weighted regression using Fused Lasso prior26
Spatial linear discriminant analysis approaches for remote-sensing classification23
Correlation-based hierarchical clustering of time series with spatial constraints20
Modeling spatial correlation that grows on trees, with a stream network application20
Optimal prediction of positive-valued spatial processes: Asymmetric power-divergence loss19
Bayesian modeling and clustering for spatio-temporal areal data: An application to Italian unemployment19
Tests for isotropy in spatial point patterns – A comparison of statistical indices19
Derivative-based spatial mediation with INLA-SPDE16
Fused spatial point process intensity estimation with varying coefficients on complex constrained domains16
Measuring unit relevance and stability in hierarchical spatio-temporal clustering16
Using neural networks to estimate parameters in spatial point process models15
Estimating the growth rate of infection during the early phase of a pandemic like COVID-1915
Object oriented spatial analysis of natural concentration levels of chemical species in regional-scale aquifers15
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