OOIR: Observatory of International Research

Papers

(The median citation count of Statistical Modelling is 1. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Multiple smoothing parameters selection in additive regression quantiles	15
Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India	14
Predicting match outcomes in association football using team ratings and player ratings	12
Soft-clipping INGARCH models for time series of bounded counts	10
Competing risks joint models using R-INLA	9
Joint modelling of longitudinal and survival data in the presence of competing risks with applications to prostate cancer data	8
Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS	8
Multivariate functional additive mixed models	5
Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models	5
Self-exciting point process modelling of crimes on linear networks	5
Assessing importance of biomarkers: A Bayesian joint modelling approach of longitudinal and survival data with semi-competing risks	5
Mixture models and networks: The stochastic blockmodel	4
Quantile foliation for modelling performance across body mass and age in Olympic weightlifting	4
Poisson–Tweedie mixed-effects model: A flexible approach for the analysis of longitudinal RNA-seq data	4
Smoothing spatio-temporal data with complex missing data patterns	4
Statistical modelling of COVID-19 data: Putting generalized additive models to work	4
Robust clustering based on finite mixture of multivariate fragmental distributions	4
Block models for generalized multipartite networks: Applications in ecology and ethnobiology	4
Bayesian modelling of integer-valued transfer function models	4
Streamlined variational inference for higher level group-specific curve models	4
Bayesian analysis of two-part nonlinear latent variable model: Semiparametric method	4
Parametric estimation of non-crossing quantile functions	3
A primer on coupled state-switching models for multiple interacting time series	3
An alternative characterization of MAR in shared parameter models for incomplete longitudinal data and its utilization for sensitivity analysis	3
A regularized hidden Markov model for analyzing the ‘hot shoe’ in football	3

Sequential Monte Carlo methods in Bayesian joint models for longitudinal and time-to-event data	3
Canonical correlation analysis in high dimensions with structured regularization	3
Interactively visualizing distributional regression models with distreg.vis	3
Boosting functional response models for location, scale and shape with an application to bacterial competition	3
WITHDRAWN—Administrative Duplicate Publication Kernel-based estimation of individual location densities from smartphone data	2
Principal component regression in GAMLSS applied to Greek–German government bond yield spreads	2
Outlier accommodation with semiparametric density processes: A study of Antarctic snow density modelling	2
A time-varying GARCH mixed-effects model for isolating high- and low- frequency volatility and co-volatility	2
Maximum approximate likelihood estimation of general continuous-time state-space models	2
Spatial survival modelling of business re-opening after Katrina: Survival modelling compared to spatial probit modelling of re-opening within 3, 6 or 12 months	2
Multiple imputation and selection of ordinal level 2 predictors in multilevel models: An analysis of the relationship between student ratings and teacher practices and attitudes	2
Kernel-based estimation of individual location densities from smartphone data	2
Two-part quantile regression models for semi-continuous longitudinal data: A finite mixture approach	2
Recurrent events analysis with piece-wise exponential additive mixed models	1
Bayesian semiparametric mixed effects proportional hazards model for clustered partly interval-censored data	1
A mixed hidden Markov model for multivariate monotone disease processes in the presence of measurement errors	1
Covariate-modulated rectangular latent Markov models with an unknown number of regime profiles	1
Random effect models for multivariate mixed data: A Parafac-based finite mixture approach	1
A fully Bayesian approach to sparse reduced-rank multivariate regression	1
Response transformations for random effect and variance component models	1
Modelling changes over time in a multivariate paired comparison: An application to window display design	1
Bayesian variable selection and shrinkage strategies in a complicated modelling setting with missing data: A case study using multistate models	1
Pairwise estimation of multivariate longitudinal outcomes in a Bayesian setting with extensions to the joint model	1
Renewal model for anomalous traffic in Internet2 links	1
A combined overdispersed longitudinal model for nominal data	1
Generalizing rate heterogeneity across sites in statistical phylogenetics	1
Childhood obesity in Singapore: A Bayesian nonparametric approach	1
On Bayesian model selection for INGARCH models viatrans-dimensional Markov chain Monte Carlo methods	1
Bayesian adjustment for measurement error in an offset variable in a Poisson regression model	1
Multivariate ordinal random effects models including subject and group specific response style effects	1
Multi-parameter regression survival modelling with random effects	1
Quantile regression for longitudinal data via the multivariate generalized hyperbolic distribution	1
Modelling multiple outcomes in repeated measures studies: Comparing aesthetic eyelid surgery techniques	1