Spatial Statistics

Papers
(The H4-Index of Spatial Statistics is 19. 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 2022-01-01 to 2026-01-01.)
ArticleCitations
Bayesian geographically weighted regression using Fused Lasso prior71
A flexible class of priors for orthonormal matrices with basis function-specific structure70
A more accurate estimation with kernel machine for nonparametric spatial lag models67
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 fitting42
Determination of the best weight matrix for the Generalized Space Time Autoregressive (GSTAR) model in the Covid-19 case on Java Island, Indonesia32
Spatial linear discriminant analysis approaches for remote-sensing classification30
Transfer learning for high dimensional spatial autoregressive model27
Derivative-based spatial mediation with INLA-SPDE27
Measuring unit relevance and stability in hierarchical spatio-temporal clustering26
Estimating the growth rate of infection during the early phase of a pandemic like COVID-1924
Tests for isotropy in spatial point patterns – A comparison of statistical indices24
Using neural networks to estimate parameters in spatial point process models23
Optimal prediction of positive-valued spatial processes: Asymmetric power-divergence loss22
Bayesian modeling and clustering for spatio-temporal areal data: An application to Italian unemployment21
Dynamic spatial regimes for spatial panel data21
Correlation-based hierarchical clustering of time series with spatial constraints21
Modeling lake conductivity in the contiguous United States using spatial indexing for big spatial data19
Fitting the grain orientation distribution of a polycrystalline material conditioned on a Laguerre tessellation19
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