Journal of the Royal Statistical Society Series C-Applied Statistics

Article	Citations
Sensitivity Analysis for Publication Bias in Meta-Analyses	91
Bayesian Analysis of Tests with Unknown Specificity and Sensitivity	67
Sparse Reduced-Rank Regression for Exploratory Visualisation of Paired Multivariate Data	18
Causal Mechanism of Extreme River Discharges in the Upper Danube Basin Network	13
Bayesian Sparse Mediation Analysis with Targeted Penalization of Natural Indirect Effects	11
Semiparametric Model Averaging Prediction for Lifetime Data via Hazards Regression	10
Circular Regression Trees and Forests with an Application to Probabilistic Wind Direction Forecasting	10
Sequential Aggregation of Probabilistic Forecasts—Application to Wind Speed Ensemble Forecasts	10
Inference for Extreme Values Under Threshold-Based Stopping Rules	9
Global Household Energy Model: A Multivariate Hierarchical Approach to Estimating Trends in The Use of Polluting and Clean Fuels for Cooking	9
Linear Mixed Effects Models for Non-Gaussian Continuous Repeated Measurement Data	9
Fault Isolation for A Complex Decentralized Waste Water Treatment Facility	9
Global Forensic Geolocation with Deep Neural Networks	9
Forecasting High-Frequency Spatio-Temporal Wind Power with Dimensionally Reduced Echo State Networks	9
Longitudinal Networks of Dyadic Relationships Using Latent Trajectories: Evidence from The European Interbank Market	8
Flexible Domain Prediction using Mixed Effects Random Forests	7
Functional Ensemble Survival Tree: Dynamic Prediction of Alzheimer’s Disease Progression Accommodating Multiple Time-Varying Covariates	7
Utility-Based Bayesian Personalized Treatment Selection for Advanced Breast Cancer	7
Correcting Misclassification Errors in Crowdsourced Ecological Data: A Bayesian Perspective	7
Variable Selection in Functional Linear Concurrent Regression	7
Faecal shedding models for SARS-CoV-2 RNA among hospitalised patients and implications for wastewater-based epidemiology	7
Inference About Complex Relationships Using Peak Height Data from DNA Mixtures	7
A Computationally Efficient Bayesian Seemingly Unrelated Regressions Model for High-Dimensional Quantitative Trait Loci Discovery	6
Time Matters: How Default Resolution Times Impact Final Loss Rates	6
Automated calibration for stability selection in penalised regression and graphical models	6

MUCE: Bayesian hierarchical modelling for the design and analysis of phase 1b multiple expansion cohort trials	6
Finding Your Feet: A Gaussian Process Model for Estimating the Abilities of Batsmen in Test Cricket	5
A Unifying Framework for Flexible Excess Hazard Modelling with Applications in Cancer Epidemiology	5
Mixed-Frequency Bayesian Predictive Synthesis for Economic Nowcasting	5
Cluster Analysis of Microbiome Data by Using Mixtures of Dirichlet–Multinomial Regression Models	5
Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles	5
Statistical Inference on Tree Swallow Migrations with Random Forests	5
Markov Switching Modelling of Shooting Performance Variability and Teammate Interactions in Basketball	5
Estimating the Effect of Health Service Delivery Interventions on Patient Length of Stay: A Bayesian Survival Analysis Approach	5
Multifidelity Computer Model Emulation with High-Dimensional Output: An Application to Storm Surge	5
A Two-Field Geostatistical Model Combining Point and Areal Observations—A Case Study of Annual Runoff Predictions in the Voss Area	5
Bayesian Modelling Strategies for Borrowing of Information in Randomised Basket Trials	5
Generalized Partially Linear Models on Riemannian Manifolds	5
Small Sample Corrections for Wald Tests in Latent Variable Models	5
The Harmonic Meanχ2-Test to Substantiate Scientific Findings	5
Estimating The Binary Endogenous Effect of Insurance on Doctor Visits by Copula-Based Regression Additive Models	5
A Calibrated Sensitivity Analysis for Matched Observational Studies with Application to the Effect of Second-Hand Smoke Exposure on Blood Lead Levels in Children	5
Bayesian Criterion-Based Variable Selection	5
Bayesian Semi-parametric G-computation For Causal Inference in a Cohort Study with Mnar Dropout and Death	4
Random Effects Dynamic Panel Models for Unequally Spaced Multivariate Categorical Repeated Measures: An Application to Child–Parent Exchanges of Support	4
Bayesian Hierarchical Factor Regression Models to Infer Cause of Death from Verbal Autopsy Data	4
Generalizing Trial Evidence to Target Populations in Non-Nested Designs: Applications to AIDS Clinical Trials	4
Likelihood-Free Parameter Estimation for Dynamic Queueing Networks: Case Study of Passenger Flow in an International Airport Terminal	4
Multisensor Fusion of Remotely Sensed Vegetation Indices Using Space-Time Dynamic Linear Models	4
A Bayesian Non-Linear State Space Copula Model for Air Pollution in Beijing	4
Stacked Inverse Probability of Censoring Weighted Bagging: A Case Study In the InfCareHIV Register	4
Approximately linear INGARCH models for spatio-temporal counts	4
RNN-Based Counterfactual Prediction, With an Application to Homestead Policy and Public Schooling	4
A Non-Parametric Hawkes Process Model of Primary and Secondary Accidents on a UK Smart Motorway	4
The Application of Continuous-Time Markov Chain Models in the Analysis of Choice Flume Experiments	4
M-Quantile Regression for Multivariate Longitudinal Data with an Application to the Millennium Cohort Study	4
Modelling Clusters of Corporate Defaults: Regime-Switching Models Significantly Reduce the Contagion Source	4
Phase I Clinical Trials in Adoptive T-Cell Therapies	4
The Use of Sampling Weights inM-Quantile Random-Effects Regression: An Application to Programme for International Student Assessment Mathematics Scores	4
Modelling Fuel Injector Spray Characteristics in Jet Engines by Using Vine Copulas	4
A Hierarchical Mixed Effect Hurdle Model for Spatiotemporal Count Data and its Application to Identifying Factors Impacting Health Professional Shortages	4
Accounting for Missing Actors in Interaction Network Inference from Abundance Data	3
Inferring Bivariate Association from Respondent-driven Sampling Data	3
Fused Graphical Lasso for Brain Networks with Symmetries	3
Robust Correspondence Analysis	3
Landmark Proportional Subdistribution Hazards Models for Dynamic Prediction of Cumulative Incidence Functions	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
The Saturated Pairwise Interaction Gibbs Point Process as a Joint Species Distribution Model	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
Censored Regression for Modelling Small Arms Trade Volumes and Its ‘Forensic’ Use for Exploring Unreported Trades	3
Modelling Time-varying Mobility Flows Using Function-on-Function Regression: Analysis of a Bike Sharing System in the City of Milan	3
A Bayesian Nonparametric Analysis for Zero-Inflated Multivariate Count Data with Application to Microbiome Study	3
Reducing the Number of Experiments Required for Modelling the Hydrocracking Process with Kriging Through Bayesian Transfer Learning	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
Threshold-Based Subgroup Testing in Logistic Regression Models in Two-Phase Sampling Designs	3
Daily Mortality/Morbidity and Air Quality: Using Multivariate Time Series with Seasonally Varying Covariances	3
Bayesian Modelling for Spatially Misaligned Health Areal Data: A Multiple Membership Approach	3
A Bayesian Group Sequential SmallnSequential Multiple-Assignment Randomized Trial	3
Spatiotemporal ETAS Model with a Renewal Main-Shock Arrival Process	3
A Bayesian Nonparametric Analysis of the 2003 Outbreak of Highly Pathogenic Avian Influenza in the Netherlands	3
A Bayesian Phase I/II Design for Cancer Clinical Trials Combining an Immunotherapeutic Agent with a Chemotherapeutic Agent	3
Posterior Summaries of Grocery Retail Topic Models: Evaluation, Interpretability and Credibility	3
Future Proofing a Building Design using History Matching Inspired Level-set Techniques	3
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
Outcome-Guided Sparse K-Means for Disease Subtype Discovery via Integrating Phenotypic Data with High-Dimensional Transcriptomic Data	2
Bayesian Imputation of COVID-19 Positive Test Counts for Nowcasting Under Reporting Lag	2
Assessing Daily Patterns Using Home Activity Sensors and Within Period Changepoint Detection	2
Clustering Based on Kolmogorov–Smirnov Statistic with Application to Bank Card Transaction Data	2
A Discrete Kernel Stick-Breaking Model for Detecting Spatial Boundaries in Hydraulic Fracturing Wastewater Disposal Well Placement Across Ohio	2
Non-parametric Calibration of Multiple Related Radiocarbon Determinations and their Calendar Age Summarisation	2
Nestedg-Computation: A Causal Approach to Analysis of Censored Medical Costs in The Presence of Time-Varying Treatment	2
One-Class Classification with Application to Forensic Analysis	2
Bayesian estimation of real-time epidemic growth rates using Gaussian processes: local dynamics of SARS-CoV-2 in England	2
A Hybrid Approach for The Stratified Mark-Specific Proportional Hazards Model with Missing Covariates and Missing Marks, with Application to Vaccine Efficacy Trials	2
An Optimal Design for Hierarchical Generalized Group Testing	2
Pricing Wind Power Futures	2
Joint modelling of landslide counts and sizes using spatial marked point processes with sub-asymptotic mark distributions	2
Heterogeneous Graphical Model for Non-Negative and Non-Gaussian PM2.5 data	2
A multivariate pseudo-likelihood approach to estimating directional ocean wave models	2
A Model-Based Approach to Predict Employee Compensation Components	2
Second-Order Semi-Parametric Inference for Multivariate Log Gaussian Cox Processes	2
A Bayesian Quest for Finding a Unified Model for Predicting Volleyball Games	2
Quantile Mixed Hidden Markov Models for Multivariate Longitudinal Data: An Application to Children's Strengths and Difficulties Questionnaire Scores	2
Zero-State Coupled Markov Switching Count Models for Spatio-Temporal Infectious Disease Spread	2
A Bayesian Nonparametric Model for Textural Pattern Heterogeneity	2
Assessing the Reproducibility of Microbiome Measurements Based on Concordance Correlation Coefficients	2
Estimation of Large Block Structured Covariance Matrices: Application to ‘Multi-Omic’ Approaches to Study Seed Quality	2
Distributional data analysis of accelerometer data from the NHANES database using nonparametric survey regression models	2
Improving Cardio-Mechanic Inference by Combining in Vivo Strain Data with Ex Vivo Volume–Pressure Data	2
Quantile-Frequency Analysis and Spectral Measures for Diagnostic Checks of Time Series With Nonlinear Dynamics	2
Derivation of Maternal Dietary Patterns Accounting for Regional Heterogeneity	2
Quantifying the Trendiness of Trends	2
Inferring the Sources of HIV Infection in Africa from Deep-Sequence Data with Semi-Parametric Bayesian Poisson Flow Models	2
A spatial stochastic frontier model introducing inefficiency spillovers	2
Functional Data Analysis and Visualisation of Three-Dimensional Surface Shape	1
Identification of taxon through classification with partial reject options	1
Modelling Time-Varying Rankings with Autoregressive and Score-Driven Dynamics	1
Non-stationary spatio-temporal point process modeling for high-resolution COVID-19 data	1
Real-Time Prediction of Severe Influenza Epidemics Using Extreme Value Statistics	1
Modelling the Extremes of Seasonal Viruses and Hospital Congestion: The Example of Flu in a Swiss Hospital	1
Outcome trajectory estimation for optimal dynamic treatment regimes with repeated measures	1
Estimating the causal effects of multiple intermittent treatments with application to COVID-19	1
Bayesian design with sampling windows for complex spatial processes	1
Efficient Estimation of the Marginal Mean of Recurrent Events	1
Hypothesis testing for shapes using vectorized persistence diagrams	1
Ranking Tailoring Variables for Constructing Individualized Treatment Rules: An Application to Schizophrenia	1
Erratum	1
Confidence tubes for curves on SO(3) and identification of subject-specific gait change after kneeling	1
Stopping Time Detection of Wood Panel Compression: A Functional Time-Series Approach	1
Robust Estimation for Small Domains in Business Surveys	1
Highly Irregular Functional Generalized Linear Regression with Electronic Health Records	1
	1
Clustering and Automatic Labelling Within Time Series of Categorical Observations—With an Application to Marine Log Messages	1
A spline-based time-varying reproduction number for modelling epidemiological outbreaks	1
Nonparametric k-Sample Test on Shape Spaces with Applications to Mitochondrial Shape Analysis	1
Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors	1
Beyond Unidimensional Poverty Analysis Using Distributional Copula Models for Mixed Ordered-Continuous Outcomes	1
Mapping Malaria by Sharing Spatial Information Between Incidence and Prevalence Data Sets	1
Estimation of the Size of Informal Employment Based on Administrative Records With Non-Ignorable Selection Mechanism	1
Multivariate Bayesian structured variable selection for pharmacogenomic studies	1
Lifting Scheme for Streamflow Data in River Networks	1
Efficient calibration for imperfect epidemic models with applications to the analysis of COVID-19	1
Response-Adaptive Rerandomization	1
Classification of Myocardial Blood Flow based on Dynamic Contrast-Enhanced Magnetic Resonance Imaging using Hierarchical Bayesian Models	1
Gaussian Process Modeling for Dissolution Curve Comparisons	1
A Dynamic Structural Equation Approach to Estimate the Short-Term Effects of Air Pollution on Human Health	1
Bayesian model comparison for mortality forecasting	1
Combining Cytotoxic Agents with Continuous Dose Levels in Seamless Phase I-II Clinical Trials	1
Nowcasting COVID-19 Deaths in England by Age and Region	1

Identifying optimally cost-effective dynamic treatment regimes with a Q-learning approach	1
Bayesian Nonparametric Modelling of Multiple Graphs with an Application to Ethnic Metabolic Differences	1
A design utility approach for preferentially sampled spatial data	1
A Bayesian Approach for Determining Player Abilities in Football	1
A flexible mixed model for age-dependent performance: application to golf	1
Robust functional ANOVA with application to additive manufacturing	1
Inference on extended-spectrum beta-lactamase Escherichia coli and Klebsiella pneumoniae data through SMC2	1
A Nearest-Neighbour Gaussian Process Spatial Factor Model for Censored, Multi-Depth Geochemical Data	1
A Model-Free Approach for Testing Association	0
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	0
CRP-Tree: a phylogenetic association test for binary traits	0
Applied Statistics	0
Estimating the timing of stillbirths in countries worldwide using a Bayesian hierarchical penalized splines regression model	0
A two-sample tree-based test for hierarchically organized genomic signals	0
The impact of directly observed therapy on the efficacy of Tuberculosis treatment: a Bayesian multilevel approach	0
	0
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	0
Recurrent Events Modelling of Haemophilia Bleeding Events	0
Specification Analysis for Technology Use and Teenager Well-Being: Statistical Validity and a Bayesian Proposal	0
Using natural strata when examining unmeasured biases in an observational study of neurological side effects of antibiotics	0
Characteristic and Necessary Minutiae in Fingerprints	0
Population-level task-evoked functional connectivity via Fourier analysis	0
Estimating default probabilities for no- and low-default portfolios: parameter specification via floor constraints	0
Christian Rohrbeck’s contribution to the discussion of ‘The First Discussion Meeting on Statistical aspects of climate change’	0
Applied Statistics	0
Analysing Cycling Sensors Data Through Ordinal Logistic Regression with Functional Covariates	0
Modelling intra-annual tree stem growth with a distributional regression approach for Gaussian process responses	0
Two-dimensional fused targeted ridge regression for health indicator prediction from accelerometer data	0
Transformation Model Based Regression with Dependently Truncated and Independently Censored Data	0
Issue Information	0
Saralees Nadarajah’s contribution to the Discussion of ‘The First Discussion Meeting on Statistical aspects of climate change’	0
Multilevel emulation for stochastic computer models with application to large offshore wind farms	0
Statistical calibration for infinite many future values in linear regression: simultaneous or pointwise tolerance intervals or what else?	0
Accelerating Bayesian Estimation for Network Poisson Models Using Frequentist Variational Estimates	0
Nonlinear network-based quantitative trait prediction from biological data	0
Contour Models for Physical Boundaries Enclosing Star-Shaped and Approximately Star-Shaped Polygons	0
Applied Statistics	0
Simulating Gene Silencing through Intervention Analysis	0
	0
Combining individual- and population-level data to develop a Bayesian parity-specific fertility projection model	0
Applied Statistics	0
On the combination of data smoothing and Markov-switching models	0
Learning torus PCA-based classification for multiscale RNA correction with application to SARS-CoV-2	0
Identifying Brexit voting patterns in the British house of commons: an analysis based on Bayesian mixture models with flexible concomitant covariate effects	0
Authors’ reply to the Discussion of ‘Flexible marked spatio-temporal point processes with applications to event sequences from association football’	0
	0
Applied Statistics	0
Penalised semi-parametric copula method for semi-competing risks data: application to hip fracture in elderly	0
High-resolution global precipitation downscaling with latent Gaussian models and non-stationary stochastic partial differential equation structure	0
Models and methods for analysing clustered recurrent hospitalisations in the presence of COVID-19 effects	0
Corrigendum	0
Regularized Regression on Compositional Trees with Application to MRI Analysis	0
Modelling calibration uncertainty in networks of environmental sensors	0
Valérie Chavez-Demoulin, Anthony C Davison and Erwan Koch’s contribution to the Discussion of ‘The First Discussion Meeting on Statistical aspects of climate change’	0
Semi-Parametric Time-to-Event Modelling of Lengths of Hospital Stays	0
Adding Measurement Error to Location Data to Protect Subject Confidentiality While Allowing for Consistent Estimation of Exposure Effects	0
Longitudinal canonical correlation analysis	0
Ankur Dutta’s contribution to the Discussion of ‘The First Discussion Meeting on Statistical aspects of climate change’	0
Pólya-Gamma Data Augmentation and Latent Variable Models for Multivariate Binomial Data	0
Unconventional Policies Effects on Stock Market Volatility: The MAP Approach	0
Bayesian Multi-level Mixed-effects Model for Influenza Dynamics	0
Multivariate sensitivity analysis for a large-scale climate impact and adaptation model	0
Sequential One-step Estimator by Sub-sampling for Customer Churn Analysis with Massive Data sets	0
Bayesian profile regression for clustering analysis involving a longitudinal response and explanatory variables	0
A Bayesian Spatio-Network Model for Multiple Adolescent Adverse Health Behaviours	0
Applied Statistics	0
	0
Comparison of paired ordinal data with mis-classification and covariates adjustment	0
	0
Variable selection for individualised treatment rules with discrete outcomes	0
Generalized functional additive mixed models with (functional) compositional covariates for areal Covid-19 incidence curves	0
Nonparametric group variable selection with multivariate response for connectome-based modelling of cognitive scores	0
	0
Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies	0
Long-term Trend Analysis of Extreme Coastal Sea Levels with Changepoint Detection	0
Investigating spatial scan statistics for multivariate functional data	0
Burglary in London: Insights from Statistical Heterogeneous Spatial Point Processes	0
Exploring British Accents: Modelling the Trap–Bath Split with Functional Data Analysis	0
Christine P Chai’s contribution to the Discussion of ‘The First Discussion Meeting on Statistical aspects of climate change’	0
Horseshoe prior Bayesian quantile regression	0
Revisiting the effects of maternal education on adolescents’ academic performance: Doubly robust estimation in a network-based observational study	0
Dynamic Historical Data Borrowing Using Weighted Average	0
A Principal Stratification Approach to Estimating the Effect of Continuing Treatment after Observing Early Outcomes	0
Adaptive hybrid control design for comparative clinical trials with historical control data	0
Measuring Diachronic Sense Change: New Models and Monte Carlo Methods for Bayesian Inference	0
Identifying irregular activity sequences: an application to passive household monitoring	0
Contents of Volume 71, 2022	0
Proposer of the vote of thanks and contribution to the Discussion of ‘The First Discussion Meeting on Statistical aspects of climate change’	0
Estimating Mean Lifetime from Partially Observed Events in Nuclear Physics	0
Multilevel Network Item Response Modelling for Discovering Differences between Innovation and Regular School Systems in Korea	0
Unsupervised Bayesian classification for models with scalar and functional covariates	0
Applied Statistics	0
Sparse tree-based clustering of microbiome data to characterize microbiome heterogeneity in pancreatic cancer	0
Augmenting predictive models in forensic psychiatry with Cultural Consensus Theory	0