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 2021-08-01 to 2025-08-01.)
ArticleCitations
The Skellam distribution revisited: Estimating the unobserved incoming and outgoing ICU COVID-19 patients on a regional level in Germany17
Integrating joint latent class mixed models and Bayesian network for uncovering clinical subgroups of COVID-19 patients12
Editorial12
A model for space-time threshold exceedances with an application to extreme rainfall10
Bayesian discrete conditional transformation models10
On Bayesian model selection for INGARCH models viatrans-dimensional Markov chain Monte Carlo methods10
Response mixture models based on supervised components: Clustering floristic taxa8
Simple or complex statistical models: Non-traditional regression models with intuitive interpretations7
Discussion on: ‘Simple or complex statistical models: Non-traditional regression models with intuitive interpretations’ by Gillian Z. Heller6
Fast, effective, and coherent time series modelling using the sparsity-ranked lasso6
A Bayesian framework for modelling the preferential selection process in respondent-driven sampling6
Nonparametric estimation of bivariate hidden Markov models using tensor-product B-splines5
Parametric estimation of non-crossing quantile functions5
Rational voting behaviour accounting for heterogeneous ballots in British elections5
Obituary: Brian Douglas Marx4
A flexible Bayesian hierarchical quantile spatial model for areal data4
Twenty-five years of statistics and Statistical Modelling4
Editorial: An informal look at 25 Years of Statistical Modelling papers3
Graph-structured variable selection with Gaussian Markov random field horseshoe prior3
Modelling dependence in football match outcomes: Traditional assumptions and an alternative proposal3
A Bayesian approach for variable selection in mixture of logistic regressions with Pólya-Gamma data augmentation3
Random effect models for multivariate mixed data: A Parafac-based finite mixture approach3
Guest Editorial: Special Issue in Honour of Murray Aitkin3
Impact of jittering on raster- and distance-based geostatistical analyses of DHS data2
A statistical modelling approach to feedforward neural network model selection2
Penalty parameter selection and asymmetry corrections to Laplace approximations in Bayesian P-splines models2
An extended generalized Pareto regression model for count data2
Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models2
Guest Editorial: Statistical modelling with latent variables2
A novel mixture model for characterizing human aiming performance data2
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