Statistical Modelling

Papers
(The TQCC of Statistical Modelling is 2. 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 2021-06-01 to 2025-06-01.)
ArticleCitations
A model for space-time threshold exceedances with an application to extreme rainfall16
Integrating joint latent class mixed models and Bayesian network for uncovering clinical subgroups of COVID-19 patients10
On Bayesian model selection for INGARCH models viatrans-dimensional Markov chain Monte Carlo methods9
The Skellam distribution revisited: Estimating the unobserved incoming and outgoing ICU COVID-19 patients on a regional level in Germany9
Bayesian discrete conditional transformation models9
Editorial9
Simple or complex statistical models: Non-traditional regression models with intuitive interpretations6
Response mixture models based on supervised components: Clustering floristic taxa6
Discussion on: ‘Simple or complex statistical models: Non-traditional regression models with intuitive interpretations’ by Gillian Z. Heller5
A Bayesian framework for modelling the preferential selection process in respondent-driven sampling5
A flexible Bayesian hierarchical quantile spatial model for areal data4
Parametric estimation of non-crossing quantile functions4
Nonparametric estimation of bivariate hidden Markov models using tensor-product B-splines4
Obituary: Brian Douglas Marx4
Fast, effective, and coherent time series modelling using the sparsity-ranked lasso4
Twenty-five years of statistics and Statistical Modelling3
Graph-structured variable selection with Gaussian Markov random field horseshoe prior3
Modelling dependence in football match outcomes: Traditional assumptions and an alternative proposal3
An extended generalized Pareto regression model for count data3
Rational voting behaviour accounting for heterogeneous ballots in British elections3
Random effect models for multivariate mixed data: A Parafac-based finite mixture approach3
A spline-based framework for the flexible modelling of continuously observed multistate survival processes2
A Bayesian approach for variable selection in mixture of logistic regressions with Pólya-Gamma data augmentation2
Impact of jittering on raster- and distance-based geostatistical analyses of DHS data2
Inference on a bivariate binomial distribution with zero-inflation applicable to baseball data2
Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models2
Guest Editorial: Special Issue in Honour of Murray Aitkin2
Penalty parameter selection and asymmetry corrections to Laplace approximations in Bayesian P-splines models2
A novel mixture model for characterizing human aiming performance data2
Editorial: An informal look at 25 Years of Statistical Modelling papers2
A statistical modelling approach to feedforward neural network model selection2
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