| Data integration model for air quality: a hierarchical approach to the global estimation of exposures to ambient air pollution |
23 |
| Unravelling the predictive power of telematics data in car insurance pricing |
13 |
| Standardized drought indices: a novel univariate and multivariate approach |
12 |
| Segmentation of sea current fields by cylindrical hidden Markov models: a composite likelihood approach |
11 |
| Generalized additive models with principal component analysis: an application to time series of respiratory disease and air pollution data |
11 |
| An information theoretic phase I-II design for molecularly targeted agents that does not require an assumption of monotonicity |
8 |
| BLAST: Bayesian latent subgroup design for basket trials accounting for patient heterogeneity |
7 |
| Estimating material properties under extreme conditions by using Bayesian model calibration with functional outputs |
6 |
| Markov switching integer-valued generalized auto-regressive conditional heteroscedastic models for dengue counts |
5 |
| Signal regression models for location, scale and shape with an application to stock returns |
5 |
| Self-exciting point processes with spatial covariates: modelling the dynamics of crime |
5 |
| Stratified space-time infectious disease modelling, with an application to hand, foot and mouth disease in China |
4 |
| Boosting factor-specific functional historical models for the detection of synchronization in bioelectrical signals |
4 |
| Discrete Weibull generalized additive model: an application to count fertility data |
4 |
| Calibrating non-probability surveys to estimated control totals using LASSO, with an application to political polling |
4 |
| Bayesian inference for stochastic differential equation mixed effects models of a tumour xenography study |
3 |
| Additive quantile regression for clustered data with an application to children's physical activity |
3 |
| Optimal design of experiments for non-linear response surface models |
3 |
| Ensemble prediction of time-to-event outcomes with competing risks: a case-study of surgical complications in Crohn's disease |
3 |
| Radiologic image-based statistical shape analysis of brain tumours |
3 |
| Functional principal components analysis on moving time windows of longitudinal data: dynamic prediction of times to event |
3 |
| A multivariate space-time model for analysing county level heart disease death rates by race and sex |
3 |
| The functional latent block model for the co-clustering of electricity consumption curves |
3 |
| Optimal treatment allocations in space and time for on-line control of an emerging infectious disease |
3 |
| Bayesian mixed treatment comparisons meta-analysis for correlated outcomes subject to reporting bias |
3 |
| Optimizing natural killer cell doses for heterogeneous cancer patients on the basis of multiple event times |
3 |
| Multi-dimensional penalized hazard model with continuous covariates: applications for studying trends and social inequalities in cancer survival |
3 |
| Analysis of spatial data with a nested correlation structure |
3 |
| A penalized inference approach to stochastic block modelling of community structure in the Italian Parliament |
2 |
| Clustered multistate models with observation level random effects, mover-stayer effects and dynamic covariates: modelling transition intensities and sojourn times in a study of psoriatic arthritis |
2 |
| A utility-based Bayesian phase I-II design for immunotherapy trials with progression-free survival end point |
2 |
| Phase I-II trial design for biologic agents using conditional auto-regressive models for toxicity and efficacy |
2 |
| Spatial cluster detection in mobility networks: a copula approach |
2 |
| Projecting UK mortality by using Bayesian generalized additive models |
2 |
| Distributed lag interaction models with two pollutants |
2 |
| Methods for preferential sampling in geostatistics |
2 |
| Bayesian model selection for the glacial-interglacial cycle |
2 |
| Domain-selective functional analysis of variance for supervised statistical profile monitoring of signal data |
2 |
| A Bayesian model selection approach for identifying differentially expressed transcripts from RNA sequencing data |
2 |
| Multivariate posterior inference for spatial models with the integrated nested Laplace approximation |
2 |
| Bayesian models for weighted data with missing values: a bootstrap approach |
2 |
| Spatially varying auto-regressive models for prediction of new human immunodeficiency virus diagnoses |
2 |
| Testing for pathway (in)activation by using Gaussian graphical models |
2 |
| Comparing Kaplan-Meier curves with delayed treatment effects: applications in immunotherapy trials |
2 |
| Data integrative Bayesian inference for mixtures of regression models |
2 |
| Are actuarial crop insurance rates fair?: an analysis using a penalized bivariate B-spline method |
2 |
| Modelling time varying heterogeneity in recurrent infection processes: an application to serological data |
2 |
| Analysing a quality-of-life survey by using a coclustering model for ordinal data and some dynamic implications |
2 |
| Exploring patterns of demand in bike sharing systems via replicated point process models |
2 |
| Bayesian non-parametric survival regression for optimizing precision dosing of intravenous busulfan in allogeneic stem cell transplantation |
2 |
