Statistical Modelling

Papers
(The median citation count of Statistical Modelling is 0. 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 2021-02-01 to 2025-02-01.)
ArticleCitations
A Bayesian semiparametric mixed effects proportional hazards model for clustered partly interval-censored data20
Mixture models and networks: The stochastic blockmodel12
Impact of jittering on raster- and distance-based geostatistical analyses of DHS data11
On Lasso and adaptive Lasso for non-random sample in credit scoring9
Corrigendum to Poisson–Tweedie mixed-effects model: A flexible approach for the analysis of longitudinal RNA-seq data8
Editorial to the Special Issue “Applications of P-Splines” in Memory of Brian D. Marx8
Statistical modelling of COVID-19 data: Putting generalized additive models to work7
Modelling agreement for binary intensive longitudinal data6
Editorial6
Bayesian adjustment for measurement error in an offset variable in a Poisson regression model5
Outlier accommodation with semiparametric density processes: A study of Antarctic snow density modelling5
Bayesian analysis of two-part nonlinear latent variable model: Semiparametric method4
Competing risks joint models using R-INLA4
A spatially explicit N-mixture model for the estimation of disease prevalence4
A joint normal-binary (probit) model for high-dimensional longitudinal data4
Tensor product P-splines using a sparse mixed model formulation4
P-splines and GAMLSS: a powerful combination, with an application to zero-adjusted distributions3
The Skellam distribution revisited: Estimating the unobserved incoming and outgoing ICU COVID-19 patients on a regional level in Germany3
A doubly stochastic point process approach for spatio-temporal dynamics of crime data3
Two-part quantile regression models for semi-continuous longitudinal data: A finite mixture approach3
Nonlinear discrete-time hazard models for women's entry into marriage3
Ordinal compositional data and time series2
Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes2
Integrating joint latent class mixed models and Bayesian network for uncovering clinical subgroups of COVID-19 patients2
Penalty parameter selection and asymmetry corrections to Laplace approximations in Bayesian P-splines models2
Bayesian modelling of integer-valued transfer function models2
Editorial2
Bayesian clustered coefficients regression with auxiliary covariates assistant random effects2
Smoothing spatio-temporal data with complex missing data patterns2
On Bayesian model selection for INGARCH models viatrans-dimensional Markov chain Monte Carlo methods2
A model for space-time threshold exceedances with an application to extreme rainfall2
Dynamic modelling of corporate credit ratings and defaults1
Interactively visualizing distributional regression models with distreg.vis1
Withdrawal: Administrative Duplicate Publication1
Bayesian discrete conditional transformation models1
Editorial1
Robust function-on-function interaction regression1
Inference on a bivariate binomial distribution with zero-inflation applicable to baseball data1
Recurrent events analysis with piece-wise exponential additive mixed models1
A multilevel analysis of real estate valuation using distributional and quantile regression1
Estimation for vector autoregressive model under multivariate skew-t-normal innovations1
Interpretable modelling of retail demand and price elasticity for passenger flights using booking data1
A novel mixture model for characterizing human aiming performance data1
A truncated mean-parameterized Conway-Maxwell-Poisson model for the analysis of Test match bowlers1
Modelling changes over time in a multivariate paired comparison: An application to window display design1
A statistical modelling approach to feedforward neural network model selection1
Derivative curve estimation in longitudinal studies using P-splines1
A time-varying GARCH mixed-effects model for isolating high- and low- frequency volatility and co-volatility0
A Bayesian hierarchical model for predicting rates of oxygen consumption in mechanically ventilated intensive care patients0
Taking advantage of sampling designs in spatial small-area survey studies0
Guided structure learning of DAGs for count data0
Multi-parameter regression survival modelling with random effects0
Self-exciting point process modelling of crimes on linear networks0
Multivariate functional additive mixed models0
Mixed effect modelling and variable selection for quantile regression0
A spline-based framework for the flexible modelling of continuously observed multistate survival processes0
Guest Editorial0
Canonical correlation analysis in high dimensions with structured regularization0
Maximum approximate likelihood estimation of general continuous-time state-space models0
Simple or complex statistical models: Non-traditional regression models with intuitive interpretations0
An extended generalized Pareto regression model for count data0
A flexible Bayesian hierarchical quantile spatial model for areal data0
Principal component regression in GAMLSS applied to Greek–German government bond yield spreads0
Robust clustering based on finite mixture of multivariate fragmental distributions0
Editorial0
Spatial smoothing revisited: An application to rental data in Munich0
Renewal model for anomalous traffic in Internet2 links0
Graph-structured variable selection with Gaussian Markov random field horseshoe prior0
Semi-supervised clustering of time-dependent categorical sequences with application to discovering education-based life patterns0
A Bayesian approach for variable selection in mixture of logistic regressions with Pólya-Gamma data augmentation0
Random effect models for multivariate mixed data: A Parafac-based finite mixture approach0
Copula-based pairwise estimator for quantile regression with hierarchical missing data0
Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India0
Soft-clipping INGARCH models for time series of bounded counts0
Editorial0
Dual-phase threshold selection methodology for modelling extreme events0
Quantile regression for longitudinal data via the multivariate generalized hyperbolic distribution0
Semi-parametric hidden Markov model for large-scale multiple testing under dependency0
A black box approach to fitting smooth models of mortality0
Parametric estimation of non-crossing quantile functions0
Reflections on Murray Aitkin's contributions to nonparametric mixture models and Bayes factors0
Fast, effective, and coherent time series modelling using the sparsity-ranked lasso0
Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models0
Childhood obesity in Singapore: A Bayesian nonparametric approach0
Reflections on statistical modelling: A conversation with Murray Aitkin0
Covariate-modulated rectangular latent Markov models with an unknown number of regime profiles0
Modelling dependence in football match outcomes: Traditional assumptions and an alternative proposal0
Guest Editorial: Special Issue in Honour of Murray Aitkin0
A two-part measurement error model to estimate participation in undeclared work and related earnings0
Quantile and expectile copula-based hidden Markov regression models for the analysis of the cryptocurrency market0
Obituary: Brian Douglas Marx0
A combined overdispersed longitudinal model for nominal data0
Bayesian effect selection in structured additive quantile regression0
Spatio-temporal hierarchical clustering of interval time series with application to suicide rates in Europe0
Twenty-five years of statistics and Statistical Modelling0
Power logit regression for modeling bounded data0
Discussion on: ‘Simple or complex statistical models: Non-traditional regression models with intuitive interpretations’ by Gillian Z. Heller0
Response mixture models based on supervised components: Clustering floristic taxa0
Joint modelling of non-crossing additive quantile regression via constrained B-spline varying coefficients0
A Bayesian framework for modelling the preferential selection process in respondent-driven sampling0
A regularized hidden Markov model for analyzing the ‘hot shoe’ in football0
Linear or smooth? Enhanced model choice in boosting via deselection of base-learners0
A joint transition model for evaluating eGFR as biomarker for rejection after kidney transplantation0
Rational voting behaviour accounting for heterogeneous ballots in British elections0
Joint modelling of dyadic and monadic count outcomes: an application to modelling forced migration flows0
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