Spatial Statistics

Papers
(The H4-Index of Spatial Statistics is 17. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
Capturing spatial dependence of COVID-19 case counts with cellphone mobility data64
A flexible class of priors for orthonormal matrices with basis function-specific structure62
Bayesian geographically weighted regression using Fused Lasso prior52
Spatial linear discriminant analysis approaches for remote-sensing classification51
Determination of the best weight matrix for the Generalized Space Time Autoregressive (GSTAR) model in the Covid-19 case on Java Island, Indonesia36
A more accurate estimation with kernel machine for nonparametric spatial lag models28
Computationally efficient localised spatial smoothing of disease rates using anisotropic basis functions and penalised regression fitting24
Tests for isotropy in spatial point patterns – A comparison of statistical indices24
Measuring unit relevance and stability in hierarchical spatio-temporal clustering23
Fused spatial point process intensity estimation with varying coefficients on complex constrained domains20
Correlation-based hierarchical clustering of time series with spatial constraints20
Transfer learning for high dimensional spatial autoregressive model20
Derivative-based spatial mediation with INLA-SPDE20
Estimating the growth rate of infection during the early phase of a pandemic like COVID-1919
Modeling spatial correlation that grows on trees, with a stream network application19
Using neural networks to estimate parameters in spatial point process models17
Bayesian modeling and clustering for spatio-temporal areal data: An application to Italian unemployment17
Optimal prediction of positive-valued spatial processes: Asymmetric power-divergence loss17
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