Journal of the Royal Statistical Society Series C-Applied Statistics

Article	Citations
Sparse Reduced-Rank Regression for Exploratory Visualisation of Paired Multivariate Data	19
Faecal shedding models for SARS-CoV-2 RNA among hospitalised patients and implications for wastewater-based epidemiology	13
Bayesian Sparse Mediation Analysis with Targeted Penalization of Natural Indirect Effects	12
Automated calibration for stability selection in penalised regression and graphical models	12
Flexible Domain Prediction using Mixed Effects Random Forests	12
Sequential Aggregation of Probabilistic Forecasts—Application to Wind Speed Ensemble Forecasts	12
Forecasting High-Frequency Spatio-Temporal Wind Power with Dimensionally Reduced Echo State Networks	12
Semiparametric Model Averaging Prediction for Lifetime Data via Hazards Regression	11
Functional Ensemble Survival Tree: Dynamic Prediction of Alzheimer’s Disease Progression Accommodating Multiple Time-Varying Covariates	9
Multifidelity Computer Model Emulation with High-Dimensional Output: An Application to Storm Surge	9
RNN-Based Counterfactual Prediction, With an Application to Homestead Policy and Public Schooling	8
Inference About Complex Relationships Using Peak Height Data from DNA Mixtures	8
Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles	8
A Unifying Framework for Flexible Excess Hazard Modelling with Applications in Cancer Epidemiology	8
Non-parametric Calibration of Multiple Related Radiocarbon Determinations and their Calendar Age Summarisation	8
Bayesian Criterion-Based Variable Selection	7
MUCE: Bayesian hierarchical modelling for the design and analysis of phase 1b multiple expansion cohort trials	7
Time Matters: How Default Resolution Times Impact Final Loss Rates	7
A Computationally Efficient Bayesian Seemingly Unrelated Regressions Model for High-Dimensional Quantitative Trait Loci Discovery	7
Bayesian Modelling Strategies for Borrowing of Information in Randomised Basket Trials	7
Utility-Based Bayesian Personalized Treatment Selection for Advanced Breast Cancer	7
Correcting Misclassification Errors in Crowdsourced Ecological Data: A Bayesian Perspective	7
Finding Your Feet: A Gaussian Process Model for Estimating the Abilities of Batsmen in Test Cricket	6
Estimating the Effect of Health Service Delivery Interventions on Patient Length of Stay: A Bayesian Survival Analysis Approach	6
Joint modelling of landslide counts and sizes using spatial marked point processes with sub-asymptotic mark distributions	6

Approximately linear INGARCH models for spatio-temporal counts	5
Bayesian Hierarchical Factor Regression Models to Infer Cause of Death from Verbal Autopsy Data	5
A Non-Parametric Hawkes Process Model of Primary and Secondary Accidents on a UK Smart Motorway	5
A Bayesian Non-Linear State Space Copula Model for Air Pollution in Beijing	5
Bayesian Imputation of COVID-19 Positive Test Counts for Nowcasting Under Reporting Lag	5
A Two-Field Geostatistical Model Combining Point and Areal Observations—A Case Study of Annual Runoff Predictions in the Voss Area	5
Mixed-Frequency Bayesian Predictive Synthesis for Economic Nowcasting	5
Fused Graphical Lasso for Brain Networks with Symmetries	5
Phase I Clinical Trials in Adoptive T-Cell Therapies	5
Non-stationary spatio-temporal point process modeling for high-resolution COVID-19 data	5
M-Quantile Regression for Multivariate Longitudinal Data with an Application to the Millennium Cohort Study	4
A Bayesian Nonparametric Analysis of the 2003 Outbreak of Highly Pathogenic Avian Influenza in the Netherlands	4
Random Effects Dynamic Panel Models for Unequally Spaced Multivariate Categorical Repeated Measures: An Application to Child–Parent Exchanges of Support	4
Robust Correspondence Analysis	4
Clustering Based on Kolmogorov–Smirnov Statistic with Application to Bank Card Transaction Data	4
Likelihood-Free Parameter Estimation for Dynamic Queueing Networks: Case Study of Passenger Flow in an International Airport Terminal	4
Bayesian estimation of real-time epidemic growth rates using Gaussian processes: local dynamics of SARS-CoV-2 in England	4
Bayesian Modelling for Spatially Misaligned Health Areal Data: A Multiple Membership Approach	4
Reducing the Number of Experiments Required for Modelling the Hydrocracking Process with Kriging Through Bayesian Transfer Learning	4
A Bayesian Nonparametric Analysis for Zero-Inflated Multivariate Count Data with Application to Microbiome Study	4
Generalizing Trial Evidence to Target Populations in Non-Nested Designs: Applications to AIDS Clinical Trials	4
The Saturated Pairwise Interaction Gibbs Point Process as a Joint Species Distribution Model	4
The Application of Continuous-Time Markov Chain Models in the Analysis of Choice Flume Experiments	4
A Bayesian Nonparametric Model for Textural Pattern Heterogeneity	4
Bayesian Semi-parametric G-computation For Causal Inference in a Cohort Study with Mnar Dropout and Death	4
Modelling Clusters of Corporate Defaults: Regime-Switching Models Significantly Reduce the Contagion Source	4
Stacked Inverse Probability of Censoring Weighted Bagging: A Case Study In the InfCareHIV Register	4
Posterior Summaries of Grocery Retail Topic Models: Evaluation, Interpretability and Credibility	4
A Model-Based Approach to Predict Employee Compensation Components	4
Outcome-Guided Sparse K-Means for Disease Subtype Discovery via Integrating Phenotypic Data with High-Dimensional Transcriptomic Data	4
Multisensor Fusion of Remotely Sensed Vegetation Indices Using Space-Time Dynamic Linear Models	4
Future Proofing a Building Design using History Matching Inspired Level-set Techniques	3
Threshold-Based Subgroup Testing in Logistic Regression Models in Two-Phase Sampling Designs	3
Accounting for Missing Actors in Interaction Network Inference from Abundance Data	3
Efficient auxiliary information synthesis for cure rate model	3
Censored Regression for Modelling Small Arms Trade Volumes and Its ‘Forensic’ Use for Exploring Unreported Trades	3
Spatiotemporal ETAS Model with a Renewal Main-Shock Arrival Process	3
Estimating the information content of genetic sequence data	3
Non-Separable Spatio-Temporal Models via Transformed Multivariate Gaussian Markov Random Fields	3
Optimal Block Designs for Experiments on Networks	3
Association Plots: visualizing cluster-specific associations in high-dimensional correspondence analysis biplots	3
Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies	3
Daily Mortality/Morbidity and Air Quality: Using Multivariate Time Series with Seasonally Varying Covariances	3
Inferring Bivariate Association from Respondent-driven Sampling Data	3
Modelling Time-varying Mobility Flows Using Function-on-Function Regression: Analysis of a Bike Sharing System in the City of Milan	3
Assessing the Reproducibility of Microbiome Measurements Based on Concordance Correlation Coefficients	3
Distributional data analysis of accelerometer data from the NHANES database using nonparametric survey regression models	3
Modelling the Extremes of Seasonal Viruses and Hospital Congestion: The Example of Flu in a Swiss Hospital	3
A Bayesian Phase I/II Design for Cancer Clinical Trials Combining an Immunotherapeutic Agent with a Chemotherapeutic Agent	3
Improving Cardio-Mechanic Inference by Combining in Vivo Strain Data with Ex Vivo Volume–Pressure Data	3

Confidence tubes for curves on SO(3) and identification of subject-specific gait change after kneeling	3
A parametric competing risks regression model with unknown dependent censoring	3
Urnings: A New Method for Tracking Dynamically Changing Parameters in Paired Comparison Systems	3
Zero-State Coupled Markov Switching Count Models for Spatio-Temporal Infectious Disease Spread	3
Modelling Time-Varying Rankings with Autoregressive and Score-Driven Dynamics	3
Estimating a brain network predictive of stress and genotype with supervised autoencoders	3
Hierarchical confusion matrix for classification performance evaluation	3
A multivariate pseudo-likelihood approach to estimating directional ocean wave models	3
A Bayesian Model for Estimating Sustainable Development Goal Indicator 4.1.2: School Completion Rates	3
Bayesian Varying Coefficient Model with Selection: An Application to Functional Mapping	3
Derivation of Maternal Dietary Patterns Accounting for Regional Heterogeneity	2
Multilevel emulation for stochastic computer models with application to large offshore wind farms	2
Quantile Mixed Hidden Markov Models for Multivariate Longitudinal Data: An Application to Children's Strengths and Difficulties Questionnaire Scores	2
Investigating the Association of a Sensitive Attribute with a Random Variable Using the Christofides Generalised Randomised Response Design and Bayesian Methods	2
Assessing Predictive Discrimination Performance of Biomarkers in The Presence of Treatment-Induced Dependent Censoring	2
Statistical Integration of Heterogeneous Omics Data: Probabilistic Two-Way Partial Least Squares (PO2PLS)	2
Estimation of Large Block Structured Covariance Matrices: Application to ‘Multi-Omic’ Approaches to Study Seed Quality	2
A Semi-Parametric Integer-Valued Autoregressive Model with Covariates	2
Quantile-Frequency Analysis and Spectral Measures for Diagnostic Checks of Time Series With Nonlinear Dynamics	2
Quantifying the Trendiness of Trends	2
Estimating the causal effects of multiple intermittent treatments with application to COVID-19	2
Inference on extended-spectrum beta-lactamase Escherichia coli and Klebsiella pneumoniae data through SMC2	2
A Dynamic Structural Equation Approach to Estimate the Short-Term Effects of Air Pollution on Human Health	2
Longitudinal canonical correlation analysis	2
Gaussian Process Modeling for Dissolution Curve Comparisons	2
Pricing Wind Power Futures	2
The determinants of Airbnb prices in New York City: a spatial quantile regression approach	2
A spline-based time-varying reproduction number for modelling epidemiological outbreaks	2
Combining Cytotoxic Agents with Continuous Dose Levels in Seamless Phase I-II Clinical Trials	2
Learning torus PCA-based classification for multiscale RNA correction with application to SARS-CoV-2	2
A design utility approach for preferentially sampled spatial data	2
Sequential One-step Estimator by Sub-sampling for Customer Churn Analysis with Massive Data sets	2
Inferring the Sources of HIV Infection in Africa from Deep-Sequence Data with Semi-Parametric Bayesian Poisson Flow Models	2
Investigating spatial scan statistics for multivariate functional data	2
A spatial stochastic frontier model introducing inefficiency spillovers	2
Multivariate Bayesian structured variable selection for pharmacogenomic studies	2
Robust functional ANOVA with application to additive manufacturing	2
Assessing Daily Patterns Using Home Activity Sensors and Within Period Changepoint Detection	2
Heterogeneous Graphical Model for Non-Negative and Non-Gaussian PM2.5 data	2
Clustering and Automatic Labelling Within Time Series of Categorical Observations—With an Application to Marine Log Messages	2
Second-Order Semi-Parametric Inference for Multivariate Log Gaussian Cox Processes	2
A flexible mixed model for age-dependent performance: application to golf	1
Dynamic Disease Screening by Joint Modelling of Survival and Longitudinal Data	1
Adjusting for Population Differences Using Machine Learning Methods	1
Identification of taxon through classification with partial reject options	1
Outcome trajectory estimation for optimal dynamic treatment regimes with repeated measures	1
Estimating disease transmission in a closed population under repeated testing	1
Identifying optimally cost-effective dynamic treatment regimes with a Q-learning approach	1
Variable selection for individualised treatment rules with discrete outcomes	1
Real-Time Prediction of Severe Influenza Epidemics Using Extreme Value Statistics	1
Highly Irregular Functional Generalized Linear Regression with Electronic Health Records	1
A Bayesian latent class model for integrating multi-source longitudinal data: application to the CHILD cohort study	1
Statistical calibration for infinite many future values in linear regression: simultaneous or pointwise tolerance intervals or what else?	1
Stopping Time Detection of Wood Panel Compression: A Functional Time-Series Approach	1
Optimal Approximate Choice Designs for a Two-step Coffee Choice, Taste and Choice Again Experiment	1
A Discrete Kernel Stick-Breaking Model for Detecting Spatial Boundaries in Hydraulic Fracturing Wastewater Disposal Well Placement Across Ohio	1
Proposer of the vote of thanks to Narayanan, Kosmidis and Dellaportas and contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from a	1
Efficient calibration for imperfect epidemic models with applications to the analysis of COVID-19	1
Horseshoe prior Bayesian quantile regression	1
Bayesian Nonparametric Modelling of Multiple Graphs with an Application to Ethnic Metabolic Differences	1
Aggregated functional data model applied on clustering and disaggregation of UK electrical load profiles	1
Ranking Tailoring Variables for Constructing Individualized Treatment Rules: An Application to Schizophrenia	1
Paul Smith’s contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’ by Narayanan, Kosmidis, and Dellaportas	1
Transformation Model Based Regression with Dependently Truncated and Independently Censored Data	1
Penalized weighted least-squares estimate for variable selection on correlated multiply imputed data	1
Estimation of the Size of Informal Employment Based on Administrative Records With Non-Ignorable Selection Mechanism	1
Missing data patterns in runners’ careers: do they matter?	1
CAViaR models for Value-at-Risk and Expected Shortfall with long range dependency features	1
Multilevel Network Item Response Modelling for Discovering Differences between Innovation and Regular School Systems in Korea	1
Causal analysis at extreme quantiles with application to London traffic flow data	1
Population-level task-evoked functional connectivity via Fourier analysis	1
A stochastic gradient relational event additive model for modelling US patent citations from 1976 to 2022	1
Regularized Regression on Compositional Trees with Application to MRI Analysis	1
Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors	1
Leveraging Network Structure to Improve Pooled Testing Efficiency	1
Sparse tree-based clustering of microbiome data to characterize microbiome heterogeneity in pancreatic cancer	1
Functional Data Analysis and Visualisation of Three-Dimensional Surface Shape	1
Robust Estimation for Small Domains in Business Surveys	1
Analysing Cycling Sensors Data Through Ordinal Logistic Regression with Functional Covariates	1
Estimating subject-specific hazard functions	1

High-resolution global precipitation downscaling with latent Gaussian models and non-stationary stochastic partial differential equation structure	1
Classification of Myocardial Blood Flow based on Dynamic Contrast-Enhanced Magnetic Resonance Imaging using Hierarchical Bayesian Models	1
Bayesian design with sampling windows for complex spatial processes	1
Bayesian model comparison for mortality forecasting	1
Mattia Stival and Lorenzo Schiavon’s contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’ by Narayanan, Ko	1
Ron Yurko and Rebecca Nugent’s contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’ by Narayanan, Kosmidis	1
Efficient Estimation of the Marginal Mean of Recurrent Events	1
Multiscale Null Hypothesis Testing for Network-valued Data: Analysis of Brain Networks of Patients with Autism	1
Lifting Scheme for Streamflow Data in River Networks	1
Estimation of temperature-dependent growth profiles for the assessment of time of hatching in forensic entomology	1
Network Hawkes Process Models for Exploring Latent Hierarchy in Social Animal Interactions	1
Response-Adaptive Rerandomization	1
Score Test for Assessing the Conditional Dependence in Latent Class Models and its Application to Record Linkage	1
Long-term Trend Analysis of Extreme Coastal Sea Levels with Changepoint Detection	1
Nonparametric k-Sample Test on Shape Spaces with Applications to Mitochondrial Shape Analysis	1
Exploring British Accents: Modelling the Trap–Bath Split with Functional Data Analysis	1
Nowcasting COVID-19 Deaths in England by Age and Region	1
Hypothesis testing for shapes using vectorized persistence diagrams	1
Erratum	1
Beyond Unidimensional Poverty Analysis Using Distributional Copula Models for Mixed Ordered-Continuous Outcomes	1
Seconder of the vote of thanks to Narayanan, Kosmidis, and Dellaportas and contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from	1
A Nearest-Neighbour Gaussian Process Spatial Factor Model for Censored, Multi-Depth Geochemical Data	1
Measuring Diachronic Sense Change: New Models and Monte Carlo Methods for Bayesian Inference	1
Semi-Parametric Time-to-Event Modelling of Lengths of Hospital Stays	1
	1
A Bayesian Approach for Determining Player Abilities in Football	1
Jorge Mateu’s contribution to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’ by Narayanan, Kosmidis, and Dellaportas	1
A two-sample tree-based test for hierarchically organized genomic signals	1
The Modelling of Movement of Multiple Animals that Share Behavioural Features	1