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 2021-04-01 to 2025-04-01.)
ArticleCitations
Impact of jittering on raster- and distance-based geostatistical analyses of DHS data21
Statistical modelling of COVID-19 data: Putting generalized additive models to work14
A spatially explicit N-mixture model for the estimation of disease prevalence9
A two-level multivariate response model for data with latent structures9
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
A joint normal-binary (probit) model for high-dimensional longitudinal data7
Tensor product P-splines using a sparse mixed model formulation6
A Bayesian semiparametric mixed effects proportional hazards model for clustered partly interval-censored data6
Mixture models and networks: The stochastic blockmodel5
Modelling agreement for binary intensive longitudinal data5
Editorial5
Estimation for vector autoregressive model under multivariate skew- t -normal innovations4
Bayesian adjustment for measurement error in an offset variable in a Poisson regression model4
On Lasso and adaptive Lasso for non-random sample in credit scoring4
Editorial4
Outlier accommodation with semiparametric density processes: A study of Antarctic snow density modelling4
Bayesian clustered coefficients regression with auxiliary covariates assistant random effects3
The Skellam distribution revisited: Estimating the unobserved incoming and outgoing ICU COVID-19 patients on a regional level in Germany3
A model for space-time threshold exceedances with an application to extreme rainfall3
Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes3
Bayesian modelling of integer-valued transfer function models3
Bayesian analysis of two-part nonlinear latent variable model: Semiparametric method3
Smoothing spatio-temporal data with complex missing data patterns2
Withdrawal: Administrative Duplicate Publication2
A doubly stochastic point process approach for spatio-temporal dynamics of crime data2
Integrating joint latent class mixed models and Bayesian network for uncovering clinical subgroups of COVID-19 patients2
Nonlinear discrete-time hazard models for women's entry into marriage2
On Bayesian model selection for INGARCH models viatrans-dimensional Markov chain Monte Carlo methods2
P-splines and GAMLSS: a powerful combination, with an application to zero-adjusted distributions2
Two-part quantile regression models for semi-continuous longitudinal data: A finite mixture approach2
Ordinal compositional data and time series2
Semi-parametric hidden Markov model for large-scale multiple testing under dependency1
Recurrent events analysis with piece-wise exponential additive mixed models1
A novel mixture model for characterizing human aiming performance data1
Bayesian discrete conditional transformation models1
Realized covariance models with time-varying parameters and spillover effects1
Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models1
Principal component regression in GAMLSS applied to Greek–German government bond yield spreads1
Inference on a bivariate binomial distribution with zero-inflation applicable to baseball data1
Derivative curve estimation in longitudinal studies using P-splines1
Interactively visualizing distributional regression models with distreg.vis1
Penalty parameter selection and asymmetry corrections to Laplace approximations in Bayesian P-splines models1
A truncated mean-parameterized Conway-Maxwell-Poisson model for the analysis of Test match bowlers1
Dynamic modelling of corporate credit ratings and defaults1
Dual-phase threshold selection methodology for modelling extreme events0
Spatio-temporal hierarchical clustering of interval time series with application to suicide rates in Europe0
Twenty-five years of statistics and Statistical Modelling0
Bayesian effect selection in structured additive quantile regression0
Joint modelling of dyadic and monadic count outcomes: an application to modelling forced migration flows0
A Bayesian framework for modelling the preferential selection process in respondent-driven sampling0
Joint modelling of non-crossing additive quantile regression via constrained B-spline varying coefficients0
Multi-parameter regression survival modelling with random effects0
Covariate-modulated rectangular latent Markov models with an unknown number of regime profiles0
Guided structure learning of DAGs for count data0
A flexible Bayesian hierarchical quantile spatial model for areal data0
A general framework for random effects models for binary, ordinal, count type and continuous dependent variables0
Spatial smoothing revisited: An application to rental data in Munich0
A multilevel analysis of real estate valuation using distributional and quantile regression0
Taking advantage of sampling designs in spatial small-area survey studies0
Editorial0
Reflections on statistical modelling: A conversation with Murray Aitkin0
A combined overdispersed longitudinal model for nominal data0
Simple or complex statistical models: Non-traditional regression models with intuitive interpretations0
Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India0
Childhood obesity in Singapore: A Bayesian nonparametric approach0
A two-part measurement error model to estimate participation in undeclared work and related earnings0
Robust clustering based on finite mixture of multivariate fragmental distributions0
Guest Editorial: Special Issue in Honour of Murray Aitkin0
A joint transition model for evaluating eGFR as biomarker for rejection after kidney transplantation0
A time-varying GARCH mixed-effects model for isolating high- and low- frequency volatility and co-volatility0
Quantile regression for longitudinal data via the multivariate generalized hyperbolic distribution0
Quantile and expectile copula-based hidden Markov regression models for the analysis of the cryptocurrency market0
A black box approach to fitting smooth models of mortality0
Maximum approximate likelihood estimation of general continuous-time state-space models0
Editorial0
A regularized hidden Markov model for analyzing the ‘hot shoe’ in football0
An extended generalized Pareto regression model for count data0
A statistical modelling approach to feedforward neural network model selection0
Rational voting behaviour accounting for heterogeneous ballots in British elections0
Soft-clipping INGARCH models for time series of bounded counts0
Robust function-on-function interaction regression0
Modelling dependence in football match outcomes: Traditional assumptions and an alternative proposal0
Copula-based pairwise estimator for quantile regression with hierarchical missing data0
Discussion on: ‘Simple or complex statistical models: Non-traditional regression models with intuitive interpretations’ by Gillian Z. Heller0
Fast, effective, and coherent time series modelling using the sparsity-ranked lasso0
Obituary: Brian Douglas Marx0
Power logit regression for modeling bounded data0
Linear or smooth? Enhanced model choice in boosting via deselection of base-learners0
Canonical correlation analysis in high dimensions with structured regularization0
A spline-based framework for the flexible modelling of continuously observed multistate survival processes0
A Bayesian hierarchical model for predicting rates of oxygen consumption in mechanically ventilated intensive care patients0
Mixed effect modelling and variable selection for quantile regression0
Graph-structured variable selection with Gaussian Markov random field horseshoe prior0
Parametric estimation of non-crossing quantile functions0
Multivariate functional additive mixed models0
Interpretable modelling of retail demand and price elasticity for passenger flights using booking data0
Self-exciting point process modelling of crimes on linear networks0
Semi-parametric model approach to causal mediation analysis for longitudinal data0
Editorial: An informal look at 25 Years of Statistical Modelling papers0
Random effect models for multivariate mixed data: A Parafac-based finite mixture approach0
Response mixture models based on supervised components: Clustering floristic taxa0
A Bayesian approach for variable selection in mixture of logistic regressions with Pólya-Gamma data augmentation0
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